The Official AWS Podcast is a podcast for developers and IT professionals looking for the latest news and trends in storage, security, infrastructure, serverless, and more. Join Simon Elisha and Hawn Nguyen-Loughren for regular updates, deep dives, launches, and interviews. Whether you’re training machine learning models, developing open source projects, or building cloud solutions, the Official AWS Podcast has something for you.
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The Agile Brand with Greg Kihlström®: Expert Mode Marketing Technology, AI, & CX
1 #697: Building the total experience for customers with AJ Joplin, Forrester 24:10
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LikedDoes your AI-based interface talk to customers the way a real person would or is it tech for tech’s sake? We are here at Forrester CX in Nashville, TN and hearing all about the latest insights and ideas for brands to create better experiences for their customers. Agility is less about bolting on new features just because the tech is available and more about making tomorrow’s experiences feel intuitive and natural to the end customer using them. Today we’re diving into designing for the future of experiences with AJ Joplin, Senior Analyst at Forrester. About AJ Joplin AJ is the lead analyst for Forrester’s research on experience design (XD), design organizations, and design leadership. Helping XD and customer experience (CX) leaders develop and deliver on research-based strategy is AJ’s professional passion. She has observed that the most effective organizations combine clear purpose with the right people and leverage systems to clarify decision-making, prioritization, and workflows. AJ also has years of workshop facilitation experience in human-centered design and design thinking. Using her professional coaching skills, AJ bring clients through ambiguity and into alignment on what matters and what’s next. Resources Forrester: https://www.forrester.com https://www.forrester.com Catch the future of e-commerce at eTail Boston, August 11-14, 2025. Register now: https://bit.ly/etailboston and use code PARTNER20 for 20% off for retailers and brands Don't Miss MAICON 2025, October 14-16 in Cleveland - the event bringing together the brights minds and leading voices in AI. Use Code AGILE150 for $150 off registration. Go here to register: https://bit.ly/agile150 " Connect with Greg on LinkedIn: https://www.linkedin.com/in/gregkihlstrom Don't miss a thing: get the latest episodes, sign up for our newsletter and more: https://www.theagilebrand.show Check out The Agile Brand Guide website with articles, insights, and Martechipedia, the wiki for marketing technology: https://www.agilebrandguide.com The Agile Brand is produced by Missing Link—a Latina-owned strategy-driven, creatively fueled production co-op. From ideation to creation, they craft human connections through intelligent, engaging and informative content. https://www.missinglink.company…
Building CI Pipeline with Databricks Asset Bundle and GitLab
Manage episode 420394053 series 3474670
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This story was originally published on HackerNoon at: https://hackernoon.com/building-ci-pipeline-with-databricks-asset-bundle-and-gitlab.
Databricks Asset Bundle streamlines the development of complex data, analytics, and ML projects for the Databricks platform.
Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive content about #databricks, #gitlab, #devops, #mlops-platforms, #databricks-asset-bundles, #databricks-gui, #how-to-build-a-ci-pipeline, #hackernoon-top-story, and more.
This story was written by: @neshom. Learn more about this writer by checking @neshom's about page, and for more stories, please visit hackernoon.com.
In the previous blog, I showed you how to build a CI pipeline using Databricks CLI eXtensions and GitLab. In this post, I will show you how to achieve the same objective with the latest and recommended Databricks deployment framework, Databricks Asset Bundles.
126 episodes
ShareManage episode 420394053 series 3474670
Content provided by HackerNoon. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HackerNoon or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
This story was originally published on HackerNoon at: https://hackernoon.com/building-ci-pipeline-with-databricks-asset-bundle-and-gitlab.
Databricks Asset Bundle streamlines the development of complex data, analytics, and ML projects for the Databricks platform.
Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive content about #databricks, #gitlab, #devops, #mlops-platforms, #databricks-asset-bundles, #databricks-gui, #how-to-build-a-ci-pipeline, #hackernoon-top-story, and more.
This story was written by: @neshom. Learn more about this writer by checking @neshom's about page, and for more stories, please visit hackernoon.com.
In the previous blog, I showed you how to build a CI pipeline using Databricks CLI eXtensions and GitLab. In this post, I will show you how to achieve the same objective with the latest and recommended Databricks deployment framework, Databricks Asset Bundles.
126 episodes
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This story was originally published on HackerNoon at: https://hackernoon.com/98percent-of-data-strategies-fail-lets-fix-it . Learn how to fix failing data strategies using the '5 W's' framework. Transform your approach to KPIs and drive real business value with actionable insights. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-strategy , #kpi-management , #business-intelligence , #data-driven-decisions , #executive-leadership , #analytics-roi , #data-roi , #data-governance , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Even the most well-equipped organizations can find themselves serving up a mess instead of actionable insights. Here's a step-by-step process of fixing your data strategy, ensuring that you're serving up actionable data instead of a recipe for disaster. In the following sections, we'll dive into the common data strategy nightmares.…
1 How To Measure The Results Of In-App Events When Onelinks Don’t Work 5:59
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-measure-the-results-of-in-app-events-when-onelinks-dont-work . How To Measure The Results Of In-App Events When Onelinks Don’t Work Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #analytics , #onelink , #inapp-events , #marketing , #app-store , #mobile-apps , #digital-marketing , #good-company , and more. This story was written by: @socialdiscoverygroup . Learn more about this writer by checking @socialdiscoverygroup's about page, and for more stories, please visit hackernoon.com . Many app developers and marketing managers face the challenge of accurately measuring the impact of In-App Events (IAEs) on the App Store. While IAEs have proven effective for re-engaging users, attracting new downloads, and increasing revenue, traditional tracking methods like OneLink don’t actually include IAEs. Major mobile attribution platforms confirm that currently there is no way to track IAEs properly. At Social Discovery Group, our portfolio of 60+ dating and entertainment brands is supported by a team of over 100 marketers dedicated to app growth and development. We’re used to measuring all our marketing efforts in terms of financial value. Eventually, we’ve managed to develop our own composite way to evaluate IAEs, and are going to share it with you.…
1 How AI-Powered Data Mapping is Democratizing Data Management 8:10
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-ai-powered-data-mapping-is-democratizing-data-management . Learn how AI-powered data mapping is transforming data management, making it more accessible and efficient for everyone. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-mapping , #data-management , #big-data , #ai-powered , #ai-powered-data-management , #democratizing-data-management , #data-science , #ai-powered-data-mapping , and more. This story was written by: @kristenburke . Learn more about this writer by checking @kristenburke's about page, and for more stories, please visit hackernoon.com . AI is revolutionizing data mapping by automating and simplifying the process, making data management more efficient and accessible for businesses and non-technical users alike.…
1 Data Engineering: What’s the Value of API Security in the Generative AI Era? 5:47
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/data-engineering-whats-the-value-of-api-security-in-the-generative-ai-era . Discover the importance of API security in the age of Generative AI. Learn how robust API protection ensures data integrity. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #generative-ai , #ai-regulation , #api-security , #data-security , #data-privacy , #threat-detection , #cybersecurity-best-practices , and more. This story was written by: @karthikrajashekaran . Learn more about this writer by checking @karthikrajashekaran's about page, and for more stories, please visit hackernoon.com . API security is crucial in the era of Generative AI, ensuring data integrity, protecting user privacy, and enabling secure and efficient AI integration. Robust API protection helps prevent unauthorized access, data breaches, and potential misuse of AI capabilities.…
1 Say Goodbye to Outdated Diagrams: Automate Your Infrastructure Visualization 7:15
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/say-goodbye-to-outdated-diagrams-automate-your-infrastructure-visualization . Automate your infrastructure diagrams. Guide helps you maintain fresh, accurate visuals with minimal effort, perfect for managing Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #visualization , #cloud-infrastructure , #terraform , #diagram , #infrastructure-as-code , #cloud , #aws , #infrastructure-visualization , and more. This story was written by: @vladimirf . Learn more about this writer by checking @vladimirf's about page, and for more stories, please visit hackernoon.com . Tired of making awesome infrastructure diagrams that become outdated as soon as you save them? Yeah, me too. Luckily, there are tools out there to help.…
1 Why C-Suite Executives Won’t Cut it Without Data Skills Anymore 6:45
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/why-c-suite-executives-wont-cut-it-without-data-skills-anymore . Modern executives must master data skills to navigate data privacy, cybersecurity, and strategic decisions. Learn why C-suite leaders can't afford to lag behind Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-literacy , #thought-leadership , #leadership-skills , #data-skills , #data-governance , #data-visualization-tools , #cybersecurity-executives , #hackernoon-top-story , and more. This story was written by: @znenad079 . Learn more about this writer by checking @znenad079's about page, and for more stories, please visit hackernoon.com . Every industry generates massive amounts of data, which is now being used for better decision-making. One of today’s most pressing challenges for executives is data privacy concerns and cybersecurity. Modern executives must have data skills to understand the flow of valuable data in their company and know how to make it work for them.…
1 Meet New & Improved BigQuery: Single, Unified AI-Ready Data Platform 10:20
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/meet-new-and-improved-bigquery-single-unified-ai-ready-data-platform . Google has gone a step further and unified key data Google Cloud analytics capabilities under BigQuery - now the single, AI-ready data analytics platform. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analytics , #google-bigquery , #bigquery-and-google-cloud , #ai-integration , #big-query-and-gemini , #good-company , #hackernoon-top-story , #real-time-data-analytics , and more. This story was written by: @googlecloud . Learn more about this writer by checking @googlecloud's about page, and for more stories, please visit hackernoon.com . We’ve gone a step further and unified key data Google Cloud analytics capabilities under BigQuery, which is now the single, AI-ready data analytics platform. BigQuery incorporates key capabilities from multiple Google Cloud analytics services into a single product experience that offers the simplicity and scale you need to manage structured data in BigQuery tables, unstructured data like images, audience and documents, and streaming workloads, all with the best price-performance.…
1 Decoding Transformers' Superiority over RNNs in NLP Tasks 9:38
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/decoding-transformers-superiority-over-rnns-in-nlp-tasks . Explore the intriguing journey from Recurrent Neural Networks (RNNs) to Transformers in the world of Natural Language Processing in our latest piece: 'The Trans Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #nlp , #transformers , #llms , #natural-language-processing , #large-language-models , #rnn , #machine-learning , #neural-networks , and more. This story was written by: @artemborin . Learn more about this writer by checking @artemborin's about page, and for more stories, please visit hackernoon.com . Despite Recurrent Neural Networks (RNNs) designed to mirror certain aspects of human cognition, they've been surpassed by Transformers in Natural Language Processing tasks. The primary reasons include RNNs' issues with the vanishing gradient problem, difficulty in capturing long-range dependencies, and training inefficiencies. The hypothesis that larger RNNs could mitigate these issues falls short in practice due to computational inefficiencies and memory constraints. On the other hand, Transformers leverage their parallel processing ability and self-attention mechanism to efficiently handle sequences and train larger models. Thus, the evolution of AI architectures is driven not only by biological plausibility but also by practical considerations such as computational efficiency and scalability.…
1 How to Enable Auto-Start for Apache DolphinScheduler 4:18
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-enable-auto-start-for-apache-dolphinscheduler . To set DolphinScheduler to start automatically upon system boot, you typically need to configure it as a system service. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #bigdata , #data-science , #workflow-automation , #linux , #how-to-enable-auto-start , #apache-dolphinscheduler , #apache-dolphinscheduler-guide , and more. This story was written by: @williamguo . Learn more about this writer by checking @williamguo's about page, and for more stories, please visit hackernoon.com . To set DolphinScheduler to start automatically upon system boot, you typically need to configure it as a system service. The following are general steps, which may vary depending on your operating system.…
1 Benchmarking Apache Kafka: Performance-per-price 13:11
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/benchmarking-apache-kafka-performance-per-price . This is a study comparing environments for Apache Kafka. The ultimate goal is to find the most effective setup and achieve the best price-performance ratio. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #apache-kafka , #amd , #arm , #aws , #gcp , #kafka-performance , #benchmarking-apache-kafka , #hackernoon-top-story , and more. This story was written by: @mishaepikhin . Learn more about this writer by checking @mishaepikhin's about page, and for more stories, please visit hackernoon.com . ARM rocks. Modern expensive architecture does not always mean “better”.…
1 When and When Not to Use Apache Kafka as a Database 9:26
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/when-and-when-not-to-use-apache-kafka-as-a-database . Discover how Apache Kafka’s data retention and querying capabilities make it similar to a database and learn when to use Kafka for database-like use cases. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #apache-kafka , #kafka-vs-database , #kafka-as-a-database , #real-time-data-processing , #database-management , #kafka-querying-capabilities , #open-source-event-streaming , #apache-kafka-for-data-storage , and more. This story was written by: @aahil . Learn more about this writer by checking @aahil's about page, and for more stories, please visit hackernoon.com . Apache Kafka, while not a traditional database, has database-like properties such as data retention and querying capabilities. This article explores when Kafka can be used for database-like purposes and when it is best suited as a streaming platform.…
This story was originally published on HackerNoon at: https://hackernoon.com/a-leaders-guide-to-data-driven-success . Transform data from a source of frustration into a powerful business tool with this practical guide for executives. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-strategy , #business-insights , #data-management , #data-literacy , #data-analytics , #business-growth , #information-overload , #business-strategy , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Despite having more information than ever, making informed decisions seems increasingly challenging. This guide is designed to help you transform data from a source of frustration into a powerful tool for driving business growth. From my own experience, I've seen professionals dedicating up to 50% of their workweek to validating data.…
1 Seamlessly Migrate Your On-Premise Data Pipeline to Azure with These Key Steps 12:35
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/seamlessly-migrate-your-on-premise-data-pipeline-to-azure-with-these-key-steps . Scaling AI/ML Data Needs: Migrating On-Premise Data Engineering Workloads to Azure Cloud Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #azure-data-factory , #data-pipeline-migration , #azure-migration , #azure-data-integration , #cloud-data-transfer , #cloudera-to-azure , #azure-security-compliance , and more. This story was written by: @amlanpatnaik . Learn more about this writer by checking @amlanpatnaik's about page, and for more stories, please visit hackernoon.com . This guide details the process of migrating an on-premise Cloudera data system to Azure, covering key considerations, challenges, and best practices to ensure a smooth and secure transition.…
This story was originally published on HackerNoon at: https://hackernoon.com/data-collection-for-product-managers . Discover how product managers can bridge the gap between intuition and data to optimize product improvement with best practices and real-world examples. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-collection , #startups , #data-product-management , #data-driven-insights , #data-driven-decision-making , #product-manager , #product-management-tips , #how-to-collect-data , and more. This story was written by: @carolinagarcia . Learn more about this writer by checking @carolinagarcia's about page, and for more stories, please visit hackernoon.com . Discover how product managers can bridge the gap between intuition and data to optimize product improvement. This guide explores the importance of data-driven decision-making, offering best practices and real-world examples from companies like NuBank, Monzo, Deliveroo, and Booking.com. Learn how to acquire insights from customer feedback, track performance metrics, monitor market trends, and refine product roadmaps through iterative experimentation. Become a data-driven PM and create products that users will love.…
This story was originally published on HackerNoon at: https://hackernoon.com/data-collection-for-product-managers . Discover how product managers can bridge the gap between intuition and data to optimize product improvement with best practices and real-world examples. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-collection , #startups , #data-product-management , #data-driven-insights , #data-driven-decision-making , #product-manager , #product-management-tips , #how-to-collect-data , and more. This story was written by: @carolinagarcia . Learn more about this writer by checking @carolinagarcia's about page, and for more stories, please visit hackernoon.com . Discover how product managers can bridge the gap between intuition and data to optimize product improvement. This guide explores the importance of data-driven decision-making, offering best practices and real-world examples from companies like NuBank, Monzo, Deliveroo, and Booking.com. Learn how to acquire insights from customer feedback, track performance metrics, monitor market trends, and refine product roadmaps through iterative experimentation. Become a data-driven PM and create products that users will love.…
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1 Leveraging Data Granularity, Distribution, and Modeling for Effective Product Management 11:39
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/leveraging-data-granularity-distribution-and-modeling-for-effective-product-management . These three fundamental concepts are exceptionally needed for being able to use data to enhance product strategy. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #data-driven-product-management , #data-granularity , #data-distribution , #product-strategy , #user-behavior-analysis , #data-modeling , #business-strategy , and more. This story was written by: @gevorgkazaryan . Learn more about this writer by checking @gevorgkazaryan's about page, and for more stories, please visit hackernoon.com . Granularity determines the level of detail available in the data, which directly impacts what you can observe and analyze. For instance, finer granularity provides more detailed insights but may require more sophisticated handling and processing techniques. Distribution helps identify the patterns and spread of data, which is critical for selecting the appropriate analysis techniques and ensuring the accuracy of predictive models. Data Modeling uses the insights gained from understanding granularity and distribution to build predictive or descriptive models that inform decision-making and strategy.…
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1 How Vectors, Rag and Llama 3 Are Changing First-Party Data 7:59
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-vectors-rag-and-llama-3-are-changing-first-party-data . In the battle for the best data, is first-party better? Not by itself, but it could be with vectors, frameworks like RAG, and open-source models Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #first-party-data , #big-data , #datasets , #rag-architecture , #retrieval-augmented-generation , #vector-embedding , #ai-models-for-data-analysis , #hackernoon-top-story , and more. This story was written by: @danielsvonava . Learn more about this writer by checking @danielsvonava's about page, and for more stories, please visit hackernoon.com . The push for first-party data generally goes that companies need to become better stewards of data acquisition and management. Consumers increasingly want to know who is hanging onto their personal information, how they got it, why they have it, and what is being done with it. The push to take back control of data seems essential, but is it practical?…
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1 16 Best Sklearn Datasets for Building Machine Learning Models 21:22
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/16-best-sklearn-datasets-for-building-machine-learning-models . Sklearn datasets are included as part of the scikit-learn (sklearn) library, so they come pre-installed with the library. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #sklearn , #datasets , #datascience , #sklearn-datasets , #machine-learning , #python-programming , #dataset , #hackernoon-top-story , and more. This story was written by: @datasets . Learn more about this writer by checking @datasets's about page, and for more stories, please visit hackernoon.com . Sklearn is a Python module for machine learning built on top of SciPy. It is unique due to its wide range of algorithms and ease of use. Data powers machine learning algorithms and scikit-learn. Sklearn offers high quality datasets that are widely used by researchers, practitioners and enthusiasts.…
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Data Science Tech Brief By HackerNoon
1 Enhancing Audit Processes With Advanced Analytical Tools 5:01
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/enhancing-audit-processes-with-advanced-analytical-tools . Discover how advanced analytical tools streamline audit processes, boosting accuracy and efficiency for tech professionals. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #advanced-analytics , #software-development , #audit , #analytics-based-auditing , #auditing-tech , #data-visualization , #complex-event-processing , #ai-in-analytics , and more. This story was written by: @devinpartida . Learn more about this writer by checking @devinpartida's about page, and for more stories, please visit hackernoon.com . Developers can leverage advanced analytics tools to streamline and improve software, compliance and internal controls auditing. Advanced analytics tools like artificial intelligence, complex event processing and data mining enable 100% population testing. They eliminate the need for sampling, thereby reducing bias and error risks. Autonomous technologies like AI are particularly beneficial since they eliminate human error.…
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Data Science Tech Brief By HackerNoon
1 Go Clean to Be Lean: Data Optimization for Improved Business Efficiency 11:30
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/go-clean-to-be-lean-data-optimization-for-improved-business-efficiency . The article discusses cost optimization with clean data, explaining how businesses can save resources by reducing the workload for data analysts and more. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-cleaning , #data-optimization , #data-cleansing , #clean-data , #big-data , #big-data-processing , #data-processing , #business-data , and more. This story was written by: @karolisdidziulis . Learn more about this writer by checking @karolisdidziulis's about page, and for more stories, please visit hackernoon.com . This article discusses cost optimization with clean data. It explains how businesses can save resources by decreasing the load for data analysts, among other opportunities. It also discusses the differences between raw and clean data and who can benefit from switching to the latter. You'll also find 4 ways in which clean data reduces time to value.…
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Data Science Tech Brief By HackerNoon
1 Efficient Data Management and Workflow Orchestration with Apache Doris Job Scheduler 7:26
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/efficient-data-management-and-workflow-orchestration-with-apache-doris-job-scheduler . Apache Doris 2.1.0's built-in Job Scheduler simplifies task automation with high efficiency, flexibility, and easy integration for seamless data management. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #big-data , #database , #open-source , #programming , #apache-doris , #task-automation , #workflow-orchestration , and more. This story was written by: @frankzzz . Learn more about this writer by checking @frankzzz's about page, and for more stories, please visit hackernoon.com . The built-in Doris Job Scheduler triggers pre-defined operations efficiently and reliably. It is useful in many cases including ETL and data lake analytics.…
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Data Science Tech Brief By HackerNoon
1 Scaling Ethereum: Data Bloat, Data Availability, and the Cloudless Solution 17:12
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/scaling-ethereum-data-bloat-data-availability-and-the-cloudless-solution . Determining how to persist Ethereum’s excess data will allow it to scale indefinitely into the future, and Codex has arrived to help. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-storage , #decentralized-storage , #peer-to-peer , #web3-storage , #ethereum , #ethereum-scaling , #good-company , #data-bloat , and more. This story was written by: @logos . Learn more about this writer by checking @logos's about page, and for more stories, please visit hackernoon.com . Codex is a cloudless, trustless, p2p storage protocol seeking to offer strong data persistence and durability guarantees for the Ethereum ecosystem and beyond. Due to the rapid development and implementation of new protocols, the Ethereum blockchain chain has become bloated with data. This data bloat can also be defined as “network congestion,” where transaction data clogs the network and undermines scalability. Codex offers a solution to the DA problem, except with data persistence.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/what-frontend-devs-want-from-backend-devs . Backend developers can help frontend developers work with their API more efficiently and ship the product with as little friction as possible. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-structure , #backend-developer , #typescript , #programming-advice , #api , #coding-teamwork , #how-to-have-clean-code , #figma , and more. This story was written by: @smileek . Learn more about this writer by checking @smileek's about page, and for more stories, please visit hackernoon.com . Backend developers can help frontend developers work with their API more efficiently and ship the product with as little friction as possible. Here are a few simple things that can decrease your time-to-market or improve other fancy metrics your managers want you to improve. I will tell it from the web developers’ point of view, but from what I remember, the same works for mobile development.…
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Data Science Tech Brief By HackerNoon
1 How to Build an AI Chatbot with Python and Gemini API 6:04
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-build-an-ai-chatbot-with-python-and-gemini-api . Learn how to create a web-based AI chatbot using Python and the Gemini API with this step-by-step beginner-friendly guide. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #ai-chatbot , #google-gemini , #google-ai , #gemini-api , #python-tutorials , #python-flask , #chatbot-development , and more. This story was written by: @proflead . Learn more about this writer by checking @proflead's about page, and for more stories, please visit hackernoon.com . This guide walks you through building a web-based AI chatbot using Python and the Gemini API. From setting up your environment to running your chatbot, you'll learn each step to create your own AI assistant.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/how-to-set-up-a-local-dns-server-with-python . DNS servers play a crucial role in translating human-friendly domain names into IP addresses that computers use to identify each other on the network. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #networking , #dns-server-guide , #how-to-set-up-dns-server , #how-to-creatw-html-files , #http-server-guide , #troubleshooting-dns-server , #python-and-dns-servers , and more. This story was written by: @hackerclukchp0j00003b6oy80p1nrw . Learn more about this writer by checking @hackerclukchp0j00003b6oy80p1nrw's about page, and for more stories, please visit hackernoon.com . DNS servers play a crucial role in translating human-friendly domain names into IP addresses that computers use to identify each other on the network. Setting up your own local DNS server can be beneficial for various reasons, including local development, internal network management, and educational purposes. We’ll create a simple HTTP server using Python’s built-in `http.server` module to serve the HTML files.…
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Data Science Tech Brief By HackerNoon
1 The Collective Loves Data: How Big Data Is Shaping and Predicting Our Future 8:11
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/the-collective-loves-data-how-big-data-is-shaping-and-predicting-our-future . Big data shapes our future! Explore how massive datasets are used to predict trends & make smarter decisions. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #what-is-big-data , #examples-of-big-data , #digital-footprint , #machine-world , #big-data-storage , #big-data-processing , #what-to-know-about-big-data , and more. This story was written by: @manoj123 . Learn more about this writer by checking @manoj123's about page, and for more stories, please visit hackernoon.com . Big data surrounds us! From social media posts to sensor readings, vast amounts of information shape our world. This article by a Google engineer dives into what big data is (think massive, varied, and ever-growing data sets) and how it's analyzed to predict trends and make smarter decisions. Learn about real-world applications and exciting future possibilities like AI and quantum computing.…
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Data Science Tech Brief By HackerNoon
1 Apache Doris for Log and Time Series Data Analysis in NetEase: Why Not Elasticsearch and InfluxDB? 12:01
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/apache-doris-for-log-and-time-series-data-analysis-in-netease-why-not-elasticsearch-and-influxdb . NetEase has replaced Elasticsearch and InfluxDB with Apache Doris in its monitoring and time series data analysis platforms, respectively Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #logging , #time-series-analysis , #time-series-database , #big-data-analytics , #elasticsearch , #database , #netease , and more. This story was written by: @frankzzz . Learn more about this writer by checking @frankzzz's about page, and for more stories, please visit hackernoon.com . NetEase has replaced Elasticsearch and InfluxDB with Apache Doris in its monitoring and time series data analysis platforms, respectively, achieving 11X query performance and saving 70% of resources.…
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Data Science Tech Brief By HackerNoon
1 Unlocking the Power of Data Lakes for Embedded Analytics in Multi-Tenant SaaS 15:16
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/unlocking-the-power-of-data-lakes-for-embedded-analytics-in-multi-tenant-saas . Discover why data lakes are superior to traditional data warehouses for embedded analytics in SaaS applications. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analytics , #embedded-analytics , #data-lake , #data-warehouse , #qrvey , #b2b-saas , #data-storage , #good-company , and more. This story was written by: @goqrvey . Learn more about this writer by checking @goqrvey's about page, and for more stories, please visit hackernoon.com . Analytics should extract maximum insight right? Well, to do that, you’ll need complete access to all relevant data. A data lake is a central storage for all kinds of data in its original, unstructured form. Data lakes are generally more cost-effective than data warehouses for embedded analytics use cases.…
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Data Science Tech Brief By HackerNoon
1 The LinkedIn Nanotargeting Experiment that Broke All the Rules 10:50
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/the-linkedin-nanotargeting-experiment-that-broke-all-the-rules . Discover how a groundbreaking nanotargeting experiment on LinkedIn defies audience size restrictions, unlocking new ad campaign strategies. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #nanotargeting , #online-advertising , #user-privacy , #user-data-security , #hyper-personalized-ads , #public-data-risks , #linkedin-advertising , #hackernoon-top-story , and more. This story was written by: @netizenship . Learn more about this writer by checking @netizenship's about page, and for more stories, please visit hackernoon.com . A study demonstrates the feasibility of nanotargeting on LinkedIn, bypassing audience size restrictions and achieving successful campaigns by employing JavaScript code to reactivate campaign launch buttons, employing various targeting strategies, and verifying success through campaign metrics and user interaction.…
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Data Science Tech Brief By HackerNoon
1 Data Science Interview Question: Creating ROC & Precision Recall Curves From Scratch 8:59
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/data-science-interview-question-creating-roc-and-precision-recall-curves-from-scratch . This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #data-science-interview , #precision-and-recall , #precision-recall-curves , #roc-data-science , #data-analysis , #data-science-job-questions , #hackernoon-top-story , and more. This story was written by: @varunnakra1 . Learn more about this writer by checking @varunnakra1's about page, and for more stories, please visit hackernoon.com . This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch. For the purposes of this story, I will assume that readers are aware of the meaning and the calculations behind these metrics and what they represent and how are they interpreted. We start with importing the necessary libraries (we import math as well because that module is used in calculations)…
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Data Science Tech Brief By HackerNoon
1 Why Should Companies Outsource Data Processing? 6:05
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/why-should-companies-outsource-data-processing . Data processing outsourcing boosts efficiency, reduces costs, and enhances decision-making, helping businesses manage and leverage vast data effectively. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #data-processing , #data-outsourcing , #data-mangagement , #data-security , #data-cost-reduction , #data-efficiency , #data-science , and more. This story was written by: @rayanpotterr . Learn more about this writer by checking @rayanpotterr's about page, and for more stories, please visit hackernoon.com . Data processing is an essential business process and it consists of activities like order processing, form processing, compilation of mailing lists, and processing of different organizational and business information. Data processing outsourcing also offers a two-fold benefit i.e. low operational expenses and increased operational efficiency. It also helps in enhancing data quality, obtaining insights quicker to make well-informed and timely business decisions.…
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Data Science Tech Brief By HackerNoon
1 The Role of Big Data in Developing New Medicines 6:30
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/the-role-of-big-data-in-developing-new-medicines . Drug development is one of the most crucial — and time-consuming — processes in medicine. Here's how big data can help. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #drug-discovery , #medicine , #drug-development , #artificial-intelligence , #healthcare , #pharmaceutical , #hackernoon-top-story , and more. This story was written by: @zacamos . Learn more about this writer by checking @zacamos's about page, and for more stories, please visit hackernoon.com . Developing a new medicine takes an average of 12 years, but big data can improve every stage of the process. It helps fuel AI drug discovery, identify underserved needs, streamline clinical trials, and monitor for potential issues.…
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Data Science Tech Brief By HackerNoon
1 Building CI Pipeline with Databricks Asset Bundle and GitLab 10:59
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/building-ci-pipeline-with-databricks-asset-bundle-and-gitlab . Databricks Asset Bundle streamlines the development of complex data, analytics, and ML projects for the Databricks platform. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #databricks , #gitlab , #devops , #mlops-platforms , #databricks-asset-bundles , #databricks-gui , #how-to-build-a-ci-pipeline , #hackernoon-top-story , and more. This story was written by: @neshom . Learn more about this writer by checking @neshom's about page, and for more stories, please visit hackernoon.com . In the previous blog, I showed you how to build a CI pipeline using Databricks CLI eXtensions and GitLab. In this post, I will show you how to achieve the same objective with the latest and recommended Databricks deployment framework, Databricks Asset Bundles.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/how-im-building-an-ai-for-analytics-service . In this article I want to share my experience with developing an AI service for a web analytics platform called Swetrix. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #ai , #analytics , #website-traffic , #software-architecture , #machine-learning , #predictive-analytics , #hackernoon-top-story , and more. This story was written by: @pro1code1hack . Learn more about this writer by checking @pro1code1hack's about page, and for more stories, please visit hackernoon.com . In this article I want to share my experience with developing an AI service for a web analytics platform, called Swetrix. My aim was to develop a machine learning model that would predict future website traffic based on the data displayed on the following screenshot. The end goal is to have a clear vision for the customer of what traffic will appear on their website in the future.…
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Data Science Tech Brief By HackerNoon
1 Real-Time Anomaly Detection in Underwater Gliders: Experimental Evaluation 10:13
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/real-time-anomaly-detection-in-underwater-gliders-experimental-evaluation . This paper presents a real-time anomaly detection algorithm to enhance underwater glider safety using datasets from actual deployments. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #machine-learning , #underwater-gliders , #anomaly-detection , #oceanography , #glider-navigation , #ocean-data , #marine-robotics , and more. This story was written by: @oceanography . Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com . We apply the anomaly detection algorithm to four glider deployments across the coastal ocean of Florida and Georgia, USA. For evaluation, the anomaly detected by the algorithm is cross-validated by high-resolution glider DBD data and pilot notes. We simulate the online detection process on SBD and compare the result with that detected from DBD.…
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Data Science Tech Brief By HackerNoon
1 Real-Time Anomaly Detection in Underwater Gliders: Abstract and Intro 7:22
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/real-time-anomaly-detection-in-underwater-gliders-abstract-and-intro . This paper presents a real-time anomaly detection algorithm to enhance underwater glider safety, using datasets from actual deployments. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #machine-learning , #underwater-gliders , #anomaly-detection , #oceanography , #glider-navigation , #ocean-data , #marine-robotics , and more. This story was written by: @oceanography . Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com . Underwater gliders are widely used in oceanography for a range of applications. However, unpredictable events like shark strikes or remora attachments can lead to abnormal glider behavior or even loss of the instrument. This paper employs an anomaly detection algorithm to assess operational conditions of underwater gliders in the real-world ocean environment. Prompt alerts are provided to glider pilots upon detecting any anomaly.…
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Data Science Tech Brief By HackerNoon
1 The Power of Universal Semantic Layers: Insights from Cube Co-founder Artyom Keydunov 9:37
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/the-power-of-universal-semantic-layers-insights-from-cube-co-founder-artyom-keydunov . What is a universal semantic layer, and how is it different from a semantic layer? Is there actual semantics involved? Who uses that, how, and what for? Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #analytics , #business-intelligence , #data-modeling , #data-integration , #knowledge-graph , #universal-semantic-layer , #data-visualization , #data-warehouses , and more. This story was written by: @linked_do . Learn more about this writer by checking @linked_do's about page, and for more stories, please visit hackernoon.com . What is a universal semantic layer, and how is it different from a semantic layer? Is there actual semantics involved? Who uses that, how, and what for?…
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Data Science Tech Brief By HackerNoon
1 A Comprehensive Guide to Building DolphinScheduler 3.2.0 Production-Grade Cluster Deployment 9:04
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/a-comprehensive-guide-to-building-dolphinscheduler-320-production-grade-cluster-deployment . In version 3.2.0, DolphinScheduler introduces a series of new features and improvements, significantly enhancing its stability. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #workflow-management , #opensource , #programming , #dolphinscheduler , #apache-dolphinscheduler , #big-data , #cluster-deployment , and more. This story was written by: @zhoujieguang . Learn more about this writer by checking @zhoujieguang's about page, and for more stories, please visit hackernoon.com . DolphinScheduler provides powerful workflow management and scheduling capabilities for data engineers by simplifying complex task dependencies. In version 3.2.0, DolphinScheduler introduces a series of new features and improvements, significantly enhancing its stability and availability in production environments.…
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Data Science Tech Brief By HackerNoon
1 Why Monitoring a Distributed Database is More Complex Than You Might Expect 20:18
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/why-monitoring-a-distributed-database-more-complex-than-you-might-expect . Why is monitoring a distributed database more complex than you might expect Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #distributed-databases , #opentelemetry , #monitor-distributed-databases , #apache-ignite , #monitoring-systems , #database-monitoring-challenges , #data-acquisition-models , #push-vs-pull-acquisition , and more. This story was written by: @ingvard . Learn more about this writer by checking @ingvard's about page, and for more stories, please visit hackernoon.com . In this article, we will dive into the complexities of monitoring distributed databases from the perspective of a monitoring system developer. I will try to cover the following topics: managing multiple nodes, network restrictions, and issues related to high throughput caused by a large number of metrics.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/outlier-detection-what-you-need-to-know . Decisions are usually based on the sample mean, which is very sensitive to outliers and can dramatically change the value. So, it is crucial to manage outliers Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #outlier-detection , #statistics , #python3 , #variance-reducing , #what-is-outlier-detection , #bootstrap , #problem-formulation , #data-analysis , and more. This story was written by: @nataliaogneva . Learn more about this writer by checking @nataliaogneva's about page, and for more stories, please visit hackernoon.com . Analysts often encounter outliers in data during their work. Decisions are usually based on the sample mean, which is very sensitive to outliers. It is crucial to manage outliers to make the correct decision. Let's consider several simple and fast approaches for working with unusual values.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/instrument-variables-and-ab-testing-part-1 . This article explores the Mathematical details of least squares estimator in an unbiased and biased settings due to model specification errors. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #linear-regression , #ab-testing , #casual-analysis , #bias , #multicollinearity , #confounding , #instrument-variables , #instrument-variables-math , and more. This story was written by: @varunnakra1 . Learn more about this writer by checking @varunnakra1's about page, and for more stories, please visit hackernoon.com . This article explores the Mathematical details of least squares estimator in an unbiased and biased settings due to model specification errors.…
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Data Science Tech Brief By HackerNoon
1 Using Arrow Flight SQL Protocol in Apache Doris 2.1 For Super Fast Data Transfer 8:00
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/using-arrow-flight-sql-protocol-in-apache-doris-21-for-super-fast-data-transfer . Apache Doris 2.1 just got a major speed boost with Arrow Flight SQL for up to 10x faster data transfers. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #database , #data-engineering , #pandas , #python , #apache-arrow , #big-data , #data , and more. This story was written by: @frankzzz . Learn more about this writer by checking @frankzzz's about page, and for more stories, please visit hackernoon.com . Apache Doris 2.1 supports Arrow Flight SQL protocol for reading data from Doris. It delivers tens-fold speedups compared to PyMySQL and Pandas.…
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Data Science Tech Brief By HackerNoon
1 Data Science for Portfolio Optimization: Markowitz Mean-Variance Theory 5:47
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/data-science-for-portfolio-optimization-markowitz-mean-variance-theory . The theory formulates a mathematical model to optimize the asset allocations to gain the maximum return for a given risk-level. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #asset-management , #modern-portfolio-theory , #portfolio-optimization , #markowtiz-mean-variance , #what-is-the-markowitz-theory , #portfolio-theory , #investment-portfolio-tips , and more. This story was written by: @kustarev . Learn more about this writer by checking @kustarev's about page, and for more stories, please visit hackernoon.com . An investment portfolio comprises various assets such as stocks and bonds. Every investor starts with a fixed investment capital and decides how much to invest in each asset. Data science techniques such as the Markowitz mean-variance theory help determine the optimal share allocation to build the optimal portfolio. The theory formulates a mathematical model to optimize the asset allocations to gain the maximum return for a given risk-level. It analyzes different financial assets and considers their rate of return and risk factors, given their historical trends. The rate of return is an approximation of how much profit the asset will generate over a given time period. The risk factor is quantified using the standard deviation of the asset value. A higher deviation represents a volatile asset and, hence, higher risk. The return and risk values are calculated for various portfolio combinations and are represented on the efficient frontier curve. The curve helps investors determine the highest returns against their selected risk.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/10-best-datasets-for-time-series-analysis . In order to understand how a certain metric varies over time and to predict future values, we will look at the 10 Best Datasets for Time Series Analysis. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #datasets , #ai , #data-science , #data-analysis , #data-analytics , #data-visualization , #hackernoon-datasets , #machine-learning , and more. This story was written by: @datasets . Learn more about this writer by checking @datasets's about page, and for more stories, please visit hackernoon.com . Time series data is essentially a collection of data points organized in time. Time is frequently the independent variable, and the purpose is usually to forecast the future in time series. In this article, we will look at the *10 Best Datasets for Time Series Analysis,* in order to understand how a certain metric varies over time.…
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Data Science Tech Brief By HackerNoon
1 Understanding Scaling Law through Data Science Lenses 14:29
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/understanding-scaling-law-through-data-science-lenses . Despite the immense promise of LMs, initial endeavors to apply pre-trained LMs to downstream tasks have encountered significant challenges. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #scaling-law , #artificial-intelligence , #tokenizing-raw-text , #discrete-tokens , #embedding-vector , #token-embeddings , #power-laws , and more. This story was written by: @tianchengxu . Learn more about this writer by checking @tianchengxu's about page, and for more stories, please visit hackernoon.com . Despite the immense promise of LMs as task-neutral foundation models, initial endeavors to apply pre-trained LMs to downstream tasks encountered significant challenges.…
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Data Science Tech Brief By HackerNoon
1 Why PostgreSQL Is the Bedrock for the Future of Data 23:06
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/why-postgresql-is-the-bedrock-for-the-future-of-data . Explore the rise of PostgreSQL as the de facto database standard, its impact on software development, and the key trends driving its widespread adoption. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-management , #postgresql , #timescale , #future-of-data-science , #software-development , #database-complexity , #timescaledb , #good-company , #hackernoon-es , #hackernoon-hi , #hackernoon-zh , #hackernoon-fr , #hackernoon-bn , #hackernoon-ru , #hackernoon-vi , #hackernoon-pt , #hackernoon-ja , #hackernoon-de , #hackernoon-ko , #hackernoon-tr , and more. This story was written by: @timescale . Learn more about this writer by checking @timescale's about page, and for more stories, please visit hackernoon.com . PostgreSQL's ascendancy as the go-to database standard is rooted in its adaptability, reliability, and extensive ecosystem. This article delves into the reasons behind its dominance, from tackling database complexity to empowering developers to build the future with confidence. Discover how PostgreSQL is revolutionizing software development and data management practices.…
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Data Science Tech Brief By HackerNoon
1 How to Implement Multi-Group Bar Chart and Interact With Highlighting by Grouping Dimension 1:21
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-implement-multi-group-bar-chart-and-interact-with-highlighting-by-grouping-dimension . Solution for implementing a multi-group bar chart similar to the following figure: Expect two groups to differentiate in style through color transparency. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #visualization , #visactor , #vchart , #multi-group-bar-chart , #grouping-dimensions , #data-science-guide , #vchart-guide , #vchart-tutorial , and more. This story was written by: @hacker5022841 . Learn more about this writer by checking @hacker5022841's about page, and for more stories, please visit hackernoon.com . Solution for implementing a multi-group bar chart similar to the following figure: Expect two groups to differentiate in style through color transparency. When the mouse hovers over a column block, all blocks of the same color are highlighted in linkage.…
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Data Science Tech Brief By HackerNoon
1 Unlocking the Invaluable Role of Big Data in Modern Supply Chain Management 7:55
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/unlocking-the-invaluable-role-of-big-data-in-modern-supply-chain-management . Let’s take a deeper look at the scale of impact the big data revolution can have for global supply chains and vendor management. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #supply-chain , #big-data-analytics , #management , #supply-chain-ai , #supply-chain-management , #data-revolution , #supply-chain-efficiency , and more. This story was written by: @dmytrospilka . Learn more about this writer by checking @dmytrospilka's about page, and for more stories, please visit hackernoon.com . Let’s take a deeper look at the scale of impact the big data revolution can have for global supply chains and vendor management.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/advantages-and-disadvantages-of-big-data . Big data may seem like any other buzzword in business, but it’s important to understand how big data benefits a company and how it’s limited. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #data-science , #data-analysis , #data-analytics , #big-data-analytics , #advantages-of-big-data , #disadvantages-of-big-data , and more. This story was written by: @devinpartida . Learn more about this writer by checking @devinpartida's about page, and for more stories, please visit hackernoon.com . Big data may seem like any other buzzword in business. Still, it’s important to understand how big data benefits a company and how it’s limited. If a company uses big data to its advantage, it can be a major boon for them and help them outperform its competitors. Advantages include improved decision making, reduced costs, increased productivity and enhanced customer service. Disadvantages include cybersecurity risks, talent gaps and compliance complications.…
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Data Science Tech Brief By HackerNoon
1 The Top 16 Types of Charts in Data Visualization That You'll Use 9:07
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/top-16-types-of-chart-in-data-visualization-hrh32wv . In the era of information explosion, more and more data piles up. However, these dense data are unfocused and less readable. So we need data visualization to help data to be easily understood and accepted. By contrast, visualization is more intuitive and meaningful, and it is very important to use appropriate charts to visualize data. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-visualization , #big-data , #latest-tech-stories , #hackernoon-top-story , #data-representation , #how-to-visualize-data , #column-chart-vs-bar-chart , #area-chart-vs-pie-chart , #hackernoon-es , and more. This story was written by: @sage . Learn more about this writer by checking @sage's about page, and for more stories, please visit hackernoon.com . The Top 16 Types of Charts in Data Visualization That You'll Use: Column Chart, Bar Chart, Scatter Plot, Bubble Chart, Radar Chart and Bubble Chart. All the charts in the article are taken from the data visualization tool FineReport. The chart is used to show the change of data over a continuous time interval or time span. It is characterized by a tendency to reflect things as they change over time or ordered categories. It should be noted that the number of data records of the line graph should be greater than 2.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/data-in-ai-a-deep-dive-with-jerome-pasquero . How is Data Transforming AI - The What's AI Podcast (episode 27) Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #big-data , #data-security , #ai , #artificial-intelligence , #machine-learning , #jerome-pasquero , #what's-ai , and more. This story was written by: @whatsai . Learn more about this writer by checking @whatsai's about page, and for more stories, please visit hackernoon.com . This week's episode of the What's AI podcast features Machine Learning Director Jerome Pasquero. We discussed the role of human judgment in data annotation. We also touched on the often subtle yet significant presence of AI in our daily routines. This episode is a must for anyone curious about the ways in which data fuels AI.…
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Data Science Tech Brief By HackerNoon
1 14 Best Tableau Datasets for Practicing Data Visualization 18:12
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/14-best-tableau-datasets-for-practicing-data-visualization . This article focuses on the 14 Best Tableau Datasets for Practicing Data Visualization, which is essential for business analysts and data scientists. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #tableau , #data , #datasets , #covid-19-datasets , #data-visualization , #data-visualization-tools , #data-analysis , #tableau-vs-powerbi , and more. This story was written by: @datasets . Learn more about this writer by checking @datasets's about page, and for more stories, please visit hackernoon.com . Tableau is a data analysis and visualization tool that enables users to connect, visualize and share data in an easy-to-understand and meaningful way. This article focuses on the 14 Best Tableau Datasets for Practicing Data Visualization, essential for helping you gain valuable experience.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/the-lifecycle-of-a-data-warehouse . We're about to embark on the fascinating journey of building a data warehouse, guided by our adept Data Architect. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-warehouse , #business-intelligence , #databases , #cloud-storage , #etl , #olap , #database-management , #relational-database , and more. This story was written by: @ishaanraj . Learn more about this writer by checking @ishaanraj's about page, and for more stories, please visit hackernoon.com . A data warehouse, optimized for OLAP (Online Analytical Processing), is a centralized repository for structured and processed data. Unlike traditional OLTP (Online Transaction Processing) systems, it's designed for efficient querying and reporting. The use of columnar storage in data warehouses allows for quicker data retrieval, especially beneficial for analytical queries.…
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Data Science Tech Brief By HackerNoon
1 Advancing Data Quality: Exploring Data Contracts with Lyft 15:39
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/advancing-data-quality-exploring-data-contracts-with-lyft . Keen to delve into data contracts and discover how they can enhance your data quality? Join me as we explore Lyft's Verity data contract approach together! Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-quality , #data-rel , #data-engineering , #data , #lyf , #data-observability , #verity-review , #hackernoon-top-story , #hackernoon-es , #hackernoon-hi , #hackernoon-zh , #hackernoon-fr , #hackernoon-bn , #hackernoon-ru , #hackernoon-vi , #hackernoon-pt , #hackernoon-ja , #hackernoon-de , #hackernoon-ko , #hackernoon-tr , and more. This story was written by: @bmarquie . Learn more about this writer by checking @bmarquie's about page, and for more stories, please visit hackernoon.com . In a previous post, I explored Airbnb’s strategy for enhancing data quality through incentives. Lyft is taking a distinct approach, not attempting the same thing differently, but rather focusing on different aspects of data quality. Lyft places emphasis on actively testing and validating data quality, providing both producers and consumers with the means to effectively improve and control the quality.…
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Data Science Tech Brief By HackerNoon
1 Building a CI Pipeline with Databricks dbx Tool and GitLab 12:33
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/building-a-ci-pipeline-with-databricks-dbx-tool-and-gitlab . Explore streamlined CI/CD in Databricks with Asset Bundles. Simplify deployment, eliminate complexities, and enhance workflow efficiency Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #databricks , #mlops , #ci-cd-pipelines , #gitlab-ci , #devops , #dbx , #databricks-assets , #devops-guide , and more. This story was written by: @neshom . Learn more about this writer by checking @neshom's about page, and for more stories, please visit hackernoon.com . discover how to implement a robust CI/CD pipeline using Databricks DBX and GitLab. Tailored for data engineering and science, this guide unravels CI/CD fundamentals, Databricks integration, and the pivotal role of Databricks CLI Extension (DBX). The hands-on example showcases the seamless deployment of a Databricks workflow, automating data manipulation, analysis, and testing. As we bridge CI/CD principles with Databricks workflows, you'll gain practical insights into enhancing data project efficiency and reliability. This blog serves as a comprehensive resource for those seeking to optimize their data processing workflows through the integration of cutting-edge CI/CD practices with Databricks capabilities.…
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Data Science Tech Brief By HackerNoon
1 Meeting Customer Needs With User-Centric Product Development 8:36
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/meeting-customer-needs-with-user-centric-product-development . In a nutshell, user-centric product development implies attentiveness to the client's needs. This approach puts the customer at the heart of the product Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #customer-experience , #user-centric-designing , #product-development , #product-design , #product-management , #user-centric-design , #customer-engagement , #customer-needs , and more. This story was written by: @tonythevoit . Learn more about this writer by checking @tonythevoit's about page, and for more stories, please visit hackernoon.com . Today, it has become difficult to compete with other solutions on the market if your product or service does not meet the user's expectations. Markets have become more saturated, and users now lean toward products that solve their problems and that are friendly and easy to navigate. Businesses that have adopted a user-centric approach are finding greater success through increased customer satisfaction and loyalty. Importantly, users who feel valued and heard are more likely to become loyal to the product and actively promote it.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/is-your-data-worth-the-costs . Data, when used strategically, can be a powerful tool for businesses to achieve their goals. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #data-driven , #data-hoarding , #kpis , #data-strategy , #data-governance , #user-experience , #what-is-product-value , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Data, when used strategically, can be a powerful tool for businesses to achieve their goals. However, it is important to approach data with a clear plan and to avoid the hidden costs of data hoarding. By prioritizing relevant data, evaluating its impact on business outcomes, and continuously refining data-driven strategies, businesses can unlock the true potential of data to drive growth, improve efficiency, and achieve sustainable success.…
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Data Science Tech Brief By HackerNoon
1 How to Modify the Number of Rows Fetched by SAP BusinessObjects Report 1:31
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-modify-the-number-of-rows-fetched-by-sap-businessobjects-report . If your BO Report exceeds the 5000 rows, you may miss out on critical data or insights. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #business-intelligence , #sap-erp , #data-analysis , #data-analytics , #data-analyst , #sap-businessobjects-report , #rows-fetched-in-sap , #sap-business-objects , and more. This story was written by: @luca1iu . Learn more about this writer by checking @luca1iu's about page, and for more stories, please visit hackernoon.com . If your BO Report exceeds the 5000 rows, you may miss out on critical data or insights.…
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Data Science Tech Brief By HackerNoon
1 How to Fetch SAP Business Objects Universes Using Python 2:52
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-fetch-sap-business-objects-universes-using-python . With the RESTful API, developers can perform operations like fetching information about reports, universes, folders, scheduling, and other BI-related entities. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #business-intelligence , #data-analyst , #python , #rest-api , #sap , #sap-business-objects , #data-analysis , #businessobjects-restful , and more. This story was written by: @luca1iu . Learn more about this writer by checking @luca1iu's about page, and for more stories, please visit hackernoon.com . With the RESTful API, developers can perform operations like fetching information about reports, universes, folders, scheduling, and other BI-related entities.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/59-stories-to-learn-about-tensorflow . Learn everything you need to know about Tensorflow via these 59 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #tensorflow , #learn , #learn-tensorflow , #machine-learning , #artificial-intelligence , #python , #deep-learning , #latest-tech-stories , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
1 How to Specify Data Format in Excel with Python 3:03
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-specify-data-format-in-excel-with-python . Learn the art of efficient data management with Python's xlsxwriter. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #data-analysis , #python-for-excel , #xlswriter , #business-intelligence , #python-tutorial , #python-for-data-analysis , #use-xlsxwriter-to-save-excel , and more. This story was written by: @luca1iu . Learn more about this writer by checking @luca1iu's about page, and for more stories, please visit hackernoon.com . This tutorial showcases the power of Python's xlsxwriter in saving and stylizing Excel sheets. From handling multiple data frames to formatting data types accurately, this step-by-step guide empowers you to master Excel with Python, enhancing your data management capabilities.…
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Data Science Tech Brief By HackerNoon
1 322 Stories To Learn About Python Programming 1:12:00
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/322-stories-to-learn-about-python-programming . Learn everything you need to know about Python Programming via these 322 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #learn , #learn-python-programming , #python , #python-tutorials , #programming , #web-monetization , #learn-python , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/75-stories-to-learn-about-datasets . Learn everything you need to know about Datasets via these 75 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #datasets , #learn , #learn-datasets , #machine-learning , #data-science , #artificial-intelligence , #data , #ai , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
1 143 Stories To Learn About Data Visualization 34:52
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/143-stories-to-learn-about-data-visualization . Learn everything you need to know about Data Visualization via these 143 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-visualization , #learn , #learn-data-visualization , #data-science , #data-analysis , #data , #data-analytics , #javascript , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/53-stories-to-learn-about-data-scraping . Learn everything you need to know about Data Scraping via these 53 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-scraping , #learn , #learn-data-scraping , #web-scraping , #python , #data-science , #data , #python-tutorials , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/49-stories-to-learn-about-data-storage . Learn everything you need to know about Data Storage via these 49 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-storage , #learn , #learn-data-storage , #data , #storage , #cloud-storage , #web-monetization , #decentralized-internet , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/229-stories-to-learn-about-data-analytics . Learn everything you need to know about Data Analytics via these 229 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analytics , #learn , #learn-data-analytics , #data-science , #data , #data-analysis , #big-data , #machine-learning , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
1 537 Stories To Learn About Data Science 2:28:43
2:28:43 Play Later Play Later Lists Like Liked2:28:43
Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/537-stories-to-learn-about-data-science . Learn everything you need to know about Data Science via these 537 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #learn , #learn-data-science , #machine-learning , #artificial-intelligence , #python , #ai , #web-monetization , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
1 253 Stories To Learn About Data Analysis 1:03:46
1:03:46 Play Later Play Later Lists Like Liked1:03:46
Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/253-stories-to-learn-about-data-analysis . Learn everything you need to know about Data Analysis via these 253 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #learn , #learn-data-analysis , #data-science , #data , #data-analytics , #big-data , #data-visualization , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/693-stories-to-learn-about-data . Learn everything you need to know about Data via these 693 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #learn , #learn-data , #data-science , #big-data , #data-analysis , #machine-learning , #data-analytics , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/361-stories-to-learn-about-big-data . Learn everything you need to know about Big Data via these 361 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #learn , #learn-big-data , #data-science , #data , #machine-learning , #artificial-intelligence , #data-analysis , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/188-stories-to-learn-about-analytics . Learn everything you need to know about Analytics via these 188 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #analytics , #learn , #learn-analytics , #data-science , #data , #data-analytics , #data-analysis , #machine-learning , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
1 Empathy in Data: Unveiling the Human Stories Behind UX Research 8:07
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/empathy-in-data-unveiling-the-human-stories-behind-ux-research . Over the years, friends often inquire about my field research experiences, so I've decided to share two small stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #empathy-in-data , #human-element-in-ux-research , #ux-research , #ux-ui-research , #love-after-trauma , #daily-data-analysis , #ux-researchers , and more. This story was written by: @unknownsong . Learn more about this writer by checking @unknownsong's about page, and for more stories, please visit hackernoon.com . Over the years, friends often inquire about my field research experiences, so I've decided to share two small stories.…
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Data Science Tech Brief By HackerNoon
1 Conquering Data Hoarding: Unleashing the True Potential of Data for Organizations 9:30
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/conquering-data-hoarding-unleashing-the-true-potential-of-data-for-organizations . Data hoarding is stifling innovation. Unlock data's true potential by implementing data governance, enhancing data quality, and optimizing data access. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #data-driven-decision-making , #data-hoarding , #data-misuse , #data-roi , #data-driven-organization , #data-quality , #data-access , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Data hoarding is a common problem for organizations, hindering their ability to derive valuable insights and drive innovation. This article delves into the challenges of data hoarding and provides actionable strategies to overcome them, empowering organizations to tap into the true potential of their data assets.…
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Data Science Tech Brief By HackerNoon
1 Medical Data Protection: Empowering a Privacy-driven Future With Web 3 6:51
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/medical-data-protection-empowering-a-privacy-driven-future-with-web-3 . Let’s imagine a blockchain network, or maybe a depersonalized application (dApp), that ensures maximum patient awareness and participation. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #medical-data-warehouse , #data-protection , #dapp , #data-privacy , #healthtech , #information-security , #healthcare-in-web3 , #medical-data-protection , and more. This story was written by: @denystsvaig . Learn more about this writer by checking @denystsvaig's about page, and for more stories, please visit hackernoon.com . Let’s imagine a blockchain network, or maybe a depersonalized application (dApp), that ensures maximum patient awareness and participation.…
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Data Science Tech Brief By HackerNoon
1 Alexey Artemov: The Retail Industry Will Be Disrupted Thanks to Data Governance Solutions 10:34
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/alexey-artemov-the-retail-industry-will-be-disrupted-thanks-to-data-governance-solutions . We discussed data governance trends and the impact of AI with Alexey Artemov. His expertise lies in data governance and solutions architecture Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #ai , #data-governance , #data-scanning-solutions , #alexey-artemov-interview , #future-of-retail , #data-for-business-insights , #solutions-architecture , and more. This story was written by: @marlenereports . Learn more about this writer by checking @marlenereports's about page, and for more stories, please visit hackernoon.com . We discussed data governance trends and the impact of AI with Alexey Artemov, who is known for his innovative solutions implemented in large corporations such as Magnit, Russian Railways, ALDI, Schwarz Group, and others.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/building-a-point-map-in-javascript . Master creating interactive point maps in JavaScript! Step-by-step guide using millionaire counts for global cities for illustration. Dive in now! Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #data-visualization , #map , #javascript , #front-end-development , #web-development , #data-analytics , #interactive-point-maps , and more. This story was written by: @awanshrestha . Learn more about this writer by checking @awanshrestha's about page, and for more stories, please visit hackernoon.com . If you're a budding developer or data enthusiast eager to explore map creation, you're in the right place. In this tutorial, I'll guide you through how to easily build an interactive point map using JavaScript. To make things even more interesting, I’ll use data on the number of millionaires in cities as an example. By the end of this tutorial, you'll have made a visually stunning JS point map, ready to tell the story of the world's wealthiest cities and a solid understanding of applying these skills to any data and scenarios. And stick around for a bonus at the end — I'll also show you how to transform your point map into a bubble map where the size of the markers conveys additional information. Ready to master the JS point mapping technique? Let's get started, and don't forget to join me in the bonus section where size matters!…
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Data Science Tech Brief By HackerNoon
1 Data Quality Score: One Score to Rule Them All 13:30
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/data-quality-score-one-score-to-rule-them-all . One score to rule them all, one score to find them, one score to bring them all and in the data's clarity bind them. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #airbnb , #data-e , #data-quality , #observability , #data-score , #airbnb-data , #dataset-quality , and more. This story was written by: @bmarquie . Learn more about this writer by checking @bmarquie's about page, and for more stories, please visit hackernoon.com . Take this article as your entry door to the Airbnb data quality journey, and then be prepared to become addicted and dive deep into their data engineering practices!…
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Data Science Tech Brief By HackerNoon
1 Proactive Strategies to Boost the Reliability of Your Service 7:29
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/proactive-strategies-to-boost-the-reliability-of-your-service . Explore the imperative shift from reactive to proactive strategies in ensuring the reliability of technology services. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #customer-experience , #reliability , #user-experience , #predictive-analytics , #anomaly-detection , #risk-mitigation , and more. This story was written by: @dbasalai . Learn more about this writer by checking @dbasalai's about page, and for more stories, please visit hackernoon.com . To elevate technology service reliability, a proactive approach is essential. This article delves into strategies like predictive analytics, anomaly detection, and risk mitigation. From analyzing historical data to real-time monitoring and capacity planning, the aim is to anticipate challenges before they occur. Anomaly detection acts as a frontline defense, identifying unusual patterns and enabling dynamic adaptation. Risk mitigation involves redundancy planning, testing, security measures, and leveraging emerging technologies like AI and IoT. Proactive strategies not only prevent issues but also enhance overall system resilience and user satisfaction.…
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Data Science Tech Brief By HackerNoon
1 How to Merge Multiple Excel Files Using Python 2:37
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-to-merge-multiple-excel-files-using-python . Unlock the power of Python in your data management journey! Learn how to effortlessly merge multiple Excel files into one cohesive excel. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #merge-excel-files , #python-for-excel , #excel-tutorial , #excel-hacks , #excel-for-data-analysis , #merge-excel-files-with-python , and more. This story was written by: @luca1iu . Learn more about this writer by checking @luca1iu's about page, and for more stories, please visit hackernoon.com . Tired of wrestling with multiple Excel files? Python comes to the rescue! Explore the simplicity of merging Excel files using Python's pandas and os modules. The provided code effortlessly navigates through files in a specified folder, combining them into a structured 'merged_excel.xlsx' file. Whether you're dealing with straightforward data merging or nuanced scenarios like date-driven filenames, Python offers a powerful solution. Elevate your data management game and transform chaos into order with this comprehensive guide.…
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Data Science Tech Brief By HackerNoon
1 Anomaly Detection with Privileged Information—Part 2 7:07
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/anomaly-detection-with-privileged-informationpart-2 . Learn how SVDD encapsulates datasets within hyperspheres, and discover how SVDD+ leverages privileged information to optimize training. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #anomaly-detection , #machine-learning , #svdd+ , #cvxopt-library , #oneclasssvm , #malware-detection , #quadratic-optimization , #svdd+-vs-oneclasssvm , and more. This story was written by: @dsmoliakov . Learn more about this writer by checking @dsmoliakov's about page, and for more stories, please visit hackernoon.com . Explore the intricacies of implementing Support Vector Data Description (SVDD) and its enhanced version, SVDD+, for anomaly detection. Understand how SVDD encapsulates datasets and learn how SVDD+ integrates privileged information in the training phase. Dive into the quadratic optimization process of SVDD+ with a step-by-step guide and insights into the underlying math. Compare SVDD+ with OneClassSVM for anomaly detection and discover the performance on the kdd99 dataset. Gain practical implementation insights using the cvxopt library and navigate the world of anomaly detection with and without privileged information.…
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Data Science Tech Brief By HackerNoon
1 5 Benefits of Dashboard Software for Business Intelligence in 2024 9:55
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/5-benefits-of-dashboard-software-for-business-intelligence-in-2024 . Discover how dashboard software revolutionizes businesses—enhancing efficiency, empowering decisions, and driving cost-effective insights in 2024. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-visualization , #data-visualization-tools , #dashboard , #exploratory-data-analysis , #big-data-analytics , #data-science , #data-insights , #data-driven-decision-making , and more. This story was written by: @davidkostya . Learn more about this writer by checking @davidkostya's about page, and for more stories, please visit hackernoon.com .…
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Data Science Tech Brief By HackerNoon
1 Anomaly Detection with Privileged Information—Part 1 7:39
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/anomaly-detection-with-privileged-informationpart-1 . Delve into the world of anomaly detection with Support Vector Data Description (SVDD+). Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #anomaly-detection , #original-svdd , #svdd , #svdd+-theory , #machine-learning , #support-vector-data , #malware-detection , #hackernoon-top-story , #hackernoon-es , #hackernoon-hi , #hackernoon-zh , #hackernoon-fr , #hackernoon-bn , #hackernoon-ru , #hackernoon-vi , #hackernoon-pt , #hackernoon-ja , #hackernoon-de , #hackernoon-ko , #hackernoon-tr , and more. This story was written by: @dsmoliakov . Learn more about this writer by checking @dsmoliakov's about page, and for more stories, please visit hackernoon.com . Explore the advanced realm of anomaly detection through Support Vector Data Description (SVDD+). Uncover how the inclusion of privileged information during training enhances classification accuracy. Learn about the modified SVDD+ algorithm, its quadratic optimization task, and its applications in medical anomaly detection and malware analysis. Elevate your understanding of anomaly detection with SVDD+.…
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Data Science Tech Brief By HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/python-challenge-anyone . Explore a Python exercise that addresses missing data gaps in the JustJoin.it job market dataset fetched using AWS Lambda. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #python-exercises , #python-tutorials , #python-coding-challenges , #python-practice-questions , #learn-python-programming , #programming-challenges , #python-developers , and more. This story was written by: @jszafran . Learn more about this writer by checking @jszafran's about page, and for more stories, please visit hackernoon.com . The Python exercise focuses on identifying missing dates in the JustJoin.it job market dataset fetched via AWS Lambda. The solution utilizes sets, date manipulation, and file traversal to pinpoint the gaps, ensuring a comprehensive and reliable dataset.…
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Data Science Tech Brief By HackerNoon
1 Modern World Problems of ML in Production and How to Cope With Them 11:05
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/modern-world-problems-of-ml-in-production-and-how-to-cope-with-them . Discover the real-world challenges of deploying machine learning models and explore practical solutions. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #ml-model , #ml-in-production , #model-drift , #concept-drift , #model-drift-detection , #problems-of-ml-in-production , #model-interpretability , #ml-model-data-privacy , and more. This story was written by: @viktoriaerokhina . Learn more about this writer by checking @viktoriaerokhina's about page, and for more stories, please visit hackernoon.com . Deploying machine learning models in real-world scenarios brings challenges like model drift, scalability issues, interpretability concerns, data privacy, and the need for continuous integration/deployment (CI/CD) pipelines. Solutions involve monitoring and retraining for model drift, optimizing model architectures, leveraging hardware accelerators, and implementing explainable AI for model interpretability. Maintaining data privacy involves techniques like differential privacy and federated learning. Establishing robust CI/CD pipelines is crucial, with tools like MLflow and Kubeflow aiding in the process. Real-world examples from companies like Amazon, MobiDev, Citibank, Google, and Netflix illustrate the practical application of these solutions, emphasizing the evolving nature of machine learning challenges and solutions.…
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Data Science Tech Brief By HackerNoon
1 A Comprehensive Comparison of Prometheus and Grafana in 2023 15:07
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/a-comprehensive-comparison-of-prometheus-and-grafana-in-2023 . Explore a comprehensive assessment of Prometheus vs. Grafana - their offerings, where they overlap, and how they differ. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-observability , #observability , #grafana-and-prometheus , #grafana , #prometheus , #troubleshooting , #observability-tools , #data-observability-tools , and more. This story was written by: @vivekbadani77 . Learn more about this writer by checking @vivekbadani77's about page, and for more stories, please visit hackernoon.com . Prometheus specializes in monitoring and efficient time-series data storage, while Grafana excels in advanced visualization, handling metrics, logs, and traces for comprehensive observability. Both tools integrate well but serve distinct, complementary functions in the observability ecosystem.…
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Data Science Tech Brief By HackerNoon
1 How Big Data in IoV Analytics Prevents Accidents 8:47
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/how-big-data-in-internet-of-vehicles-analytics-prevents-accidents . As electric vehicles surge, the Internet of Vehicles (IoV) is reshaping the automotive landscape. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #iov , #internet-of-vehicles , #iot , #data-science , #data-analytics , #iov-data , #iov-data-processing , and more. This story was written by: @zakilu . Learn more about this writer by checking @zakilu's about page, and for more stories, please visit hackernoon.com . The Internet of Vehicles (IoV) is generating an unprecedented volume of data, especially with electric vehicles dominating the auto market. This post delves into the critical role of Controller Area Network (CAN) within each vehicle, managing real-time feedback, data sharing, and network troubleshooting. With a car manufacturer handling 100 billion CAN data pieces daily, the transition to Apache Doris from Apache Hive marks a revolutionary move for real-time analytics. From quick data writing to cost-effective computation, this IoV analytics platform transforms massive data into strategic insights, enhancing driving safety and experience for 4 million connected cars.…
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Data Science Tech Brief By HackerNoon
1 Snowflake vs. BigQuery vs. ClickHouse: Mastering Cost-Effective Business Analytics 11:01
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/snowflake-vs-bigquery-vs-clickhouse-mastering-cost-effective-business-analytics . Explore Snowflake, BigQuery & ClickHouse's cost models in this deep dive. Unlock strategies for cost-effective analytics & transform your data approach. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #business-analytics , #cloud-costs , #snowflake , #clickhouse , #google-bigquery , #manage-cloud-costs , #cost-effective-analytics , #good-company , and more. This story was written by: @altinityinc . Learn more about this writer by checking @altinityinc's about page, and for more stories, please visit hackernoon.com . TL;DR: Comparing the cost models of analytics platforms Snowflake, BigQuery, and ClickHouse reveals diverse pricing structures. Snowflake's costs lean towards computing, BigQuery's on-demand model can rack up with extensive data scans, while ClickHouse offers real-time analytics with efficient storage. Properly aligning with each platform's strengths and understanding their cost nuances can guide businesses to more cost-effective analytics solutions.…
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Data Science Tech Brief By HackerNoon
1 Special Database 18: What Is It and How Does It Work? 13:00
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/special-database-18-what-is-it-and-how-does-it-work . This dataset contains black-and-white mugshot photographs of 1,573 people. The 3,248 undated photos appear to be many decades old... Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #special-database-18 , #public-data , #nist , #photo-database , #the-markup , #mugshots , #public-records-database , and more. This story was written by: @TheMarkup . Learn more about this writer by checking @TheMarkup's about page, and for more stories, please visit hackernoon.com . This dataset contains black-and-white mugshot photographs of 1,573 people. The 3,248 undated photos appear to be many decades old and to come from a variety of locations. The photos feature front and profile views of people and are accompanied by a metadata file containing the subject’s gender and age at the time of the photo.…
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Data Science Tech Brief By HackerNoon
1 Spotify Wrapped Hack: Create Your Own Stats Before the Official Release 3:14
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Play Later Play Later Lists Like LikedThis story was originally published on HackerNoon at: https://hackernoon.com/spotify-wrapped-hack-create-your-own-stats-before-the-official-release . Use your streaming history to generate your own Spotify streaming stats like most listened-to songs, artists, and albums. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #spotify-stats , #jupyter-notebook , #data-analysis , #spotify-wrapped-hack , #spotify-data-trick , #make-your-own-spotify-wrapped , #hackernoon-top-story , #hackernoon-es , #hackernoon-hi , #hackernoon-zh , #hackernoon-fr , #hackernoon-bn , #hackernoon-ru , #hackernoon-vi , #hackernoon-pt , #hackernoon-ja , #hackernoon-de , #hackernoon-ko , #hackernoon-tr , and more. This story was written by: @lukaskrimphove . Learn more about this writer by checking @lukaskrimphove's about page, and for more stories, please visit hackernoon.com . This is a way to get a sneak peek at your Spotify statistics before the official release of Spotify Wrapped. Learn how to use your streaming history to uncover the songs, artists, and albums you have listened to the most.…
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