Interviews with mathematics education researchers about recent studies. Hosted by Samuel Otten, University of Missouri. www.mathedpodcast.com Produced by Fibre Studios
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Episode 116: NLP with Ines Montani
Manage episode 376526440 series 2771291
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This episode dives into the multifaceted realm of Natural Language Processing (NLP) with a guest expert, [Ines Montani](#). The discussion revolves around the use of Python in the context of NLP, the complexities of language, the design of label schemes, and how educators and students can dive into this intriguing area. The conversation also touches on tools such as Prodigy and Spacy, as well as practical applications, including a humorous digression on the popular game, Fortnite. Teachers are encouraged to explore NLP with their students, emphasizing the importance of hands-on experience and data annotation. There's also a mention of a fascinating project involving a "magic mirror" powered by Raspberry Pi.
Special Guest: Ines Montani.
Links:
- ines.io — Hi, I’m Ines. I’m a software developer working on Artificial Intelligence and Natural Language Processing technologies, and the co-founder and CEO of Explosion. We’re the makers of spaCy, one of the leading open-source libraries for Natural Language Processing in Python, and Prodigy, a modern annotation tool for creating training data for machine learning models.
- Explosion — Company co-founded by Ines, specializing in AI and NLP developer tools.
- spaCy · Industrial-strength Natural Language Processing in Python — A leading Python library for NLP, designed to help process and understand large amounts of textual data.
- Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP — An interactive annotation tool for AI and machine learning, mentioned extensively in the conversation.
- MagicMirror² — The open source modular smart mirror platform
- Our Patreon — The Patreon page where listeners can financially support the podcast.
150 episodes
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Manage episode 376526440 series 2771291
Content provided by Sean Tibor and Kelly Paredes, Sean Tibor, and Kelly Paredes. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sean Tibor and Kelly Paredes, Sean Tibor, and Kelly Paredes 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 episode dives into the multifaceted realm of Natural Language Processing (NLP) with a guest expert, [Ines Montani](#). The discussion revolves around the use of Python in the context of NLP, the complexities of language, the design of label schemes, and how educators and students can dive into this intriguing area. The conversation also touches on tools such as Prodigy and Spacy, as well as practical applications, including a humorous digression on the popular game, Fortnite. Teachers are encouraged to explore NLP with their students, emphasizing the importance of hands-on experience and data annotation. There's also a mention of a fascinating project involving a "magic mirror" powered by Raspberry Pi.
Special Guest: Ines Montani.
Links:
- ines.io — Hi, I’m Ines. I’m a software developer working on Artificial Intelligence and Natural Language Processing technologies, and the co-founder and CEO of Explosion. We’re the makers of spaCy, one of the leading open-source libraries for Natural Language Processing in Python, and Prodigy, a modern annotation tool for creating training data for machine learning models.
- Explosion — Company co-founded by Ines, specializing in AI and NLP developer tools.
- spaCy · Industrial-strength Natural Language Processing in Python — A leading Python library for NLP, designed to help process and understand large amounts of textual data.
- Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP — An interactive annotation tool for AI and machine learning, mentioned extensively in the conversation.
- MagicMirror² — The open source modular smart mirror platform
- Our Patreon — The Patreon page where listeners can financially support the podcast.
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Teaching Python
1 Episode 149: Guiding Education with Sheena O'Connell 47:42
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Play Later Play Later Lists Like LikedDescription In this episode, we're thrilled to welcome Sheena O'Connell, an educator and developer from South Africa who has been making waves in the Python education community. Sheena shares her journey from electrical engineering to founding Prelude, where she runs advanced Django learning sprints and teamwork training courses. We explore the critical importance of soft skills in technical education, diving into Google's Project Aristotle and the five key factors that make teams effective: psychological safety, dependability, structure and clarity, meaning, and impact. Sheena provides fascinating insights into how cultural concepts like Ubuntu ("I am because we are") influence collaborative learning and professional development. The conversation covers practical strategies for teaching both technical and soft skills to adult learners, the challenges of helping students transition from learning to professional environments, and how to build psychologically safe spaces that promote growth and learning. We also discuss upcoming events including Django Con Africa in Tanzania and PyCon Africa in Johannesburg, South Africa, which Sheena is chairing. Whether you're an educator, team leader, or developer interested in fostering better collaborative environments, this episode offers valuable insights into the intersection of technical education, cultural awareness, and team dynamics. Key Topics Discussed Transitioning from technical roles to education Building effective coding bootcamps and adult learning programs The importance of soft skills in technical careers Google's Project Aristotle and team effectiveness Psychological safety and stereotype threat Cultural influences on learning and teamwork (Ubuntu philosophy) Managing the "desperation mindset" in learning environments Professional development and career transitions PyCon Africa and Django Con Africa Cross-cultural team dynamics and communication Guests Sheena O'Connell - Founder of Prelude, former educator at Umuzi, and chair of PyCon Africa 2025 Resources Mentioned Google's Project Aristotle The Culture Map (book on cultural differences in teams) Prelude Tech - Sheena's platform for Django courses and teamwork training PyCon Africa 2025 (Johannesburg, South Africa) Django Con Africa (Arusha, Tanzania) Ubuntu philosophy Umuzi (South African coding bootcamp) Connect with Sheena Personal blog: sheenaoc.com Courses and training: Prelude TV PyCon Africa 2025: October, Johannesburg, South Africa Wins and Fails of the Week Sheena Win: Successfully running a teamwork course for Canonical with an international team Fail: All her plants fell onto the couch (and the subsequent cleanup) Kelly Win: Attending ISTE conference in San Antonio, meeting previous podcast guests, and co-hosting a presentation Fail: Losing momentum on Anthony Shaw's GitHub course due to summer break Sean Win: Being interviewed by media about AI coding tools and AWS Amazon Q Fail: Home server power supply failure during a lightning storm, breaking all home automations Episode Notes This episode provides valuable insights for educators at all levels, from K-12 teachers to corporate trainers. The discussion of soft skills, cultural awareness, and team dynamics offers practical strategies that can be applied in classrooms, coding bootcamps, and professional development settings. The conversation highlights how technical education must go beyond coding skills to prepare students for successful careers, emphasizing the importance of communication, collaboration, and cultural competency in today's global technology landscape. Special Guest: Sheena O'Connell. Support Teaching Python…
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Teaching Python
1 Episode 148: PyCon 2025 AI Education Open Space 57:25
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Play Later Play Later Lists Like LikedIn this special episode of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes convene an open space discussion at PyCon US 2025 in Pittsburgh. Surrounded by a diverse group of educators, developers, and learners, they hand the mic to the community to answer two key questions: How are you using AI personally, and how do you see AI shaping education? Listeners will hear firsthand accounts from university lecturers, high school teachers, industry professionals, and volunteer mentors. Topics include the impact of AI tools on coding productivity, the challenges of assessing genuine learning in an AI-rich environment, and strategies for teaching critical thinking alongside technical skills. The episode also delves into the tension between embracing AI as an educational aid and ensuring students develop foundational problem-solving abilities. Whether you’re an educator, developer, or simply curious about the future of learning, this episode offers a nuanced, multi-perspective look at AI’s growing influence in the classroom and beyond. Support Teaching Python…
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Teaching Python
In Episode 147 of Teaching Python, Sean Tibor and Kelly Schuster-Paredes focus on the importance and power of teaching APIs to coding students. They share personal stories and practical strategies for engaging students with APIs, from simple use cases to more complex projects. Join them as they discuss how to make lessons fun and relevant, leveraging LLMs (Large Language Models) for code explanations, and teaching through trial and error. This episode also touches on the broader applications of APIs in today's technological landscape, examining how learning APIs can open up new possibilities for students and equip them with essential skills for the future. Whether you're a teacher, student, or coding enthusiast, there's something valuable in this episode for you. Support Teaching Python…
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Teaching Python
1 Episode 146: PSF Education Outreach Workgroup and the Education Summit 52:32
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Play Later Play Later Lists Like LikedIn episode 146 of Teaching Python, hosts Sean Tibor and Kelly Schuster Perez delve into the newly established Python Education and Outreach Work Group, featuring guests Cheuk Ting Ho and Keith Murray. The group, aimed at enhancing Python education within the community, outlines its mission to gather feedback on educational resources and support initiatives like the Education Summit at PyCon US. Keith and Cheuk discuss their backgrounds and roles within the Python Software Foundation, emphasizing the need for fresh educational content and community engagement. The episode also explores the work group's goals, which include: Seeking and receiving feedback on Python educational resources Consolidating and improving existing Python education materials Supporting and expanding the education summit at PyCon US Additionally, the hosts share personal 'wins of the week,' highlighting the importance of accountability and community in the educational journey. Kelly and Sean discuss their past experiences with the Education Summit and encourage listeners to get involved by submitting talk proposals or joining in interactive sessions. The episode concludes with practical advice on how educators and enthusiasts can engage with the group to further Python education and outreach. Special Guests: Cheuk Ting Ho and Keith Murray. Support Teaching Python Links: PyOhio 2025 — Summer 2025 in Cleveland, OH PythonEduWGCharter - PSF Wiki — The Education & Outreach Workgroup's (EOW) purpose is to support the Python Software Foundation’s mission to promote the Python programming language, especially in supporting and enhancing the education of Python. The Education & Outreach Workgroup is a workgroup of the Python Software Foundation’s (PSF). - Education Summit - PyCon US 2024 — In 2024, PyCon US held its 12th annual Python Education Summit in person!…
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Teaching Python
1 Episode 145: The Bigger Picture of Teaching Python 1:02:14
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Play Later Play Later Lists Like LikedIn episode 145 of Teaching Python, Sean Tibor and Kelly Schuster-Paredes celebrate their six-year podcast anniversary and discuss the shifts within computer science education and the growing influence of AI. They both reflect on the podcast’s journey, their experiences with Blue Sky, and the milestone of over 500,000 downloads. The conversation delves into the changing landscape of tech roles, emphasizing the importance of foundational coding skills and computational thinking, regardless of emerging technologies like AI. They underline how coding remains a key skill that enables personal growth and opens vast opportunities, even in the face of fast-evolving tech sectors. Our hosts also highlight their exciting upcoming engagements, including the FETC conference and the Pine Crest Innovation Institute, encouraging listeners to remain adaptable and open to new learning avenues. Furthermore, they discuss the concept of adapting computer science curriculums to reflect real-world applications and evolving job markets, focusing on how to better prepare students for future careers. With a mix of personal anecdotes and professional insights, this episode offers a heartfelt look at the impact of teaching coding and the continuous evolution in education and technology. Support Teaching Python Links: Learn VIM while playing a game - VIM Adventures — Learning VIM while playing a game Teaching Python Podcast (@teachingpython.fm) — Bluesky — Teaching Python on Bluesky Sean Tibor (@seantibor.com) — Bluesky — Sean's profile on Bluesky Kelly Paredes (@kellypared.bsky.social) — Bluesky — Kelly's profile on Bluesky Future of Education Technology Conference | FETC 2025 Pine Crest School's Innovation Institute Bett UK: Leading EdTech Event | 22-24 Jan 2025, ExCeL London Top announcements of AWS re:Invent 2024 | AWS News Blog…
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Teaching Python
1 Episode 144: Python in Africa with Kudzayi Bamhare 53:18
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Play Later Play Later Lists Like LikedIn episode 144 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes are joined by special guest Kudzayi Bamhare from Zimbabwe. They dive into the important topic of Python education as a driver of innovation in Africa, focusing specifically on the challenges and opportunities in Zimbabwe. The conversation covers how coding communities are forming and thriving despite various hurdles, and how inclusive environments can foster learning and growth in the tech industry. Kudzayi shares his inspiring journey into the world of coding, beginning with his initial exposure to Python and how attending Python conferences like PyCon Namibia have been pivotal in his growth. He emphasizes the importance of community, collaboration, and support in helping budding coders overcome challenges and stay motivated. The discussion also highlights the need for more initiatives and workshops to bridge the gap in tech education across the continent. The episode concludes with insightful ideas on how to create effective learning environments and the role of educators in nurturing future tech talents. Sean and Kelly, alongside Kudzayi, discuss the significance of making coding accessible and engaging, especially in underrepresented regions. They call on listeners to support initiatives that bring Python education to Africa, encouraging a global collaboration to drive technological progress and innovation. Special Guest: Kudzayi Bamhare. Support Teaching Python…
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Teaching Python
1 Episode 143: Computational Thinking 2.0 with Dr. John Chapin 55:59
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Play Later Play Later Lists Like LikedIn Episode 143 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes engage in a compelling conversation with Dr. John Chapin, a renowned computer science educator and presenter at CSTA. As the CS Pathway Leader at the Academies of Loudoun, Dr. Chapin brings over a decade of experience in primary and secondary education, creating and implementing rigorous curricula for post-AP CS students. He shares insights into the transformative power of Computational Thinking 2.0, emphasizing the importance of Python and data science in today's educational landscape. Listeners will gain a deeper understanding of how integrating machine learning, data analytics, and mobile app development into CS education can foster a culture of inquiry, creativity, and collaboration among students and educators. Throughout the episode, Dr. Chapin discusses his recent research on the impact of whiteboarding on student self-efficacy in CS1 classes, as presented at the Association for Computing Machinery's Global Computer Education Conference (CompEd2023). He also shares his experiences conducting professional development workshops for CS teachers across Virginia and his efforts to align CS programs with the evolving needs of the workforce and society. This episode is a must-listen for educators, administrators, and anyone passionate about the future of computer science education, offering actionable ideas and inspiration to enhance their teaching practices and curriculum design. Special Guest: Dr. John Chapin. Support Teaching Python Links: (PDF) CT 2.0 A Neural Network Playground — Tinker With a Neural Network Right Here in Your Browser. Don’t Worry, You Can’t Break It. We Promise. Teach, learn, and make with the Raspberry Pi Foundation — Discover world-leading curricula, resources, and professional development to support the teaching and learning of AI literacy. We bring together original research, industry expertise, and practical classroom experience to help you bring the excitement of AI into your classroom. Machine Learning for Kids ACM CompEd Home - ACM CompEd About The Coalition | Data Science for Everyone AI by Hand ✍️ | Tom Yeh | Substack…
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Teaching Python
1 Episode 142: Middle School Magic: Integrating AI, Data Science, and Computational Thinking with Kelly Powers 1:00:01
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Play Later Play Later Lists Like LikedIn Episode 142 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes are joined by Kelly Powers, a fellow middle school educator and curriculum designer, to explore the dynamic world of middle school instruction. As a passionate advocate for computational thinking, Powers shares valuable insights on introducing students to the concepts of AI, data science, and cybersecurity in a way that is both rigorous and joyful. Topics Covered Engaging Middle School Students : Strategies for capturing and maintaining student interest. Creativity and Collaboration : How to foster a collaborative environment that inspires creativity. Core Computational Concepts : Real-world applications that make these concepts accessible and interesting. Data Science Projects : Practical advice on integrating data science into your curriculum. Generative AI Ethics : Discussing the ethical use of AI in education. Python as a Teaching Tool : Exploring the versatility of Python for various projects. Key Takeaways Integrating Computational Thinking Skills : Tips on how to weave these skills into everyday classroom routines. Teamwork and Communication : The importance of teamwork and effective communication in coding projects. Engaging Lessons with Python : How Python can be used to create engaging and meaningful projects for students. About Kelly Powers Kelly Powers transitioned from the business world to education, bringing a fresh perspective on teaching computational thinking. She offers invaluable insights into making rigorous and joyful learning experiences for middle school students. Whether you are an experienced teacher or new to the field, this episode is packed with actionable ideas and inspirational moments that will help you create a more engaging and effective learning environment. Tune in for a lively conversation that celebrates the magic of middle school teaching and the endless possibilities of computer science education. Listen to the episode : Teaching Python Podcast Follow us on Social Media : Twitter Facebook LinkedIn ``` Special Guest: Kelly Powers. Support Teaching Python Links: CodeHS - Teach Coding and Computer Science at Your School | CodeHS — Everything You Need, All In One Spot CodeHS is trusted by thousands of teachers and schools all over the world. Overview ‹ Scratch — MIT Media Lab — Scratch is the world's most popular coding community for kids. Millions of kids around the world are using Scratch to program their own interactive stories, games, and animations—and share their creations in an active online community. Welcome To Colab - Colab — Colab is an online Jupyter notebook from Google Computer Science Teachers Association Connect, Grow, & Share With CS Teachers- — CSTA understands that teaching computer science is hard. That’s why we’re focused on creating a supportive environment for K–12 educators.…
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Teaching Python
1 Episode 141: Unlocking Python Expertise with Trey Hunner 51:32
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Play Later Play Later Lists Like LikedJoin hosts Kelly Schuster-Paredes and Sean Tibor as they welcome esteemed Python expert Trey Hunner to the show. This episode is a delightful mix of practical insights, engaging stories, and thought-provoking discussions about Python and teaching. Trey shares his experiences with listeners, starting with his recent venture into launching a 10-week Python course called Python High Five. He talks about the excitement and challenges of teaching across different time zones with this unique setup, highlighting the importance of accountability and the fun of learning alongside his students. Throughout the episode, Sean and Kelly discuss the evolving landscape of AI and its impact on learning. Trey emphasizes the critical skill of asking the right questions, saying, "Knowing how to use that tool is a really valuable thing, but also knowing what to stick into the tool and how to evaluate the output of the tool is a really valuable thing." The conversation transitions into the heart of Python programming, where Trey, Sean, and Kelly share their favorite features and nuances of Python. They explore the value of looping helpers and marvel at the elegance and simplicity of Python's tools and functions. Sean recalls a memorable teaching moment about Python turtle graphics, reflecting on the joy and discovery that comes with coding: "It was so cool that this sixth grader showed me how to do it." This episode is not just about technical insights but also about the joy of teaching and learning. Trey, Kelly, and Sean discuss strategies for balancing the basics with advanced learning and the importance of having fun in the process. Join them for a warm, inclusive conversation that invites you to be part of their journey through the wonders of Python programming. Special Guest: Trey Hunner. Support Teaching Python Links: Python Morsels: Write better Python code — Learning efficiently requires planning a path that repeatedly answers the question what skill should I learn next and how best can I learn it? Instead of wading through blog posts and YouTube videos in search of the next thing to learn, I can guide you. My name is Trey Hunner and I created Python Morsels to give life-long learners a low-stress way to improve their Python skills. PEP 636 – Structural Pattern Matching: Tutorial | peps.python.org — As an example to motivate this tutorial, you will be writing a text adventure. That is a form of interactive fiction where the user enters text commands to interact with a fictional world and receives text descriptions of what happens. Commands will be simplified forms of natural language like get sword, attack dragon, go north, enter shop or buy cheese. Amazon.com: The Worlds I See: Curiosity, Exploration, and Discovery at the Dawn of AI eBook : Li, Fei-Fei: Kindle Store — The Worlds I See is a story of science in the first person, documenting one of the century’s defining moments from the inside. It provides a riveting story of a scientist at work and a thrillingly clear explanation of what artificial intelligence actually is—and how it came to be. Emotionally raw and intellectually uncompromising, this book is a testament not only to the passion required for even the most technical scholarship but also to the curiosity forever at its heart. Blog Archive - Trey Hunner…
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Teaching Python
1 Episode 140: Girls Programming Network with Renee Noble 1:00:54
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Play Later Play Later Lists Like LikedIn this episode of Teaching Python, Sean and Kelly are joined by Renee Noble, a dynamic Microsoft Cloud Advocate and CEO of a nonprofit dedicated to helping women and gender-diverse individuals learn to code. The discussion delves into Renee's inspiring journey from chemical engineering to tech advocacy, her role in the Girls Programming Network (GPN), and how she has helped thousands of individuals build their coding skills and confidence. Renee emphasizes the importance of creating inclusive and supportive learning environments, explaining the unique methodologies used at GPN to cater to diverse learning levels. The conversation also covers the role of mentors and the significance of having role models at different stages of one's learning and professional journey in tech. Finally, Renee shares her insights on her advocacy work at Microsoft and the impact of clear, approachable guidance in onboarding new learners to cloud technologies. Tune in to discover valuable lessons on building supportive tech communities and fostering diversity in the industry. Support Teaching Python Links: ConnectEd Code Renee Noble Amazon.com: Python Cheat Sheet Desk Mat for Software Engineers, Hackers and Programmers, Quick Key, Large Anti-Slip Keyboard Pad Mouse Mat KMH : Office Products — Python Cheat Sheet Desk Mats…
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Teaching Python
1 Episode 139: Code Your Dreams with Brianne Caplan 44:41
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Play Later Play Later Lists Like LikedIn Episode 139 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes welcome back Brianne Caplan, the dynamic founder of Code Your Dreams. The conversation explores the exciting advancements in coding education since Brianne's last appearance in 2019. They delve into the importance of blending play and learning, the impact of generative AI, and the power of community-driven innovation. Brianne shares inspiring success stories from students of all ages, from first graders creating mindfulness apps to adults developing solutions for police transparency. The episode also examines the role of failures in the learning process and the opportunities for growth they present. Tune in for an uplifting discussion about leveraging technology to create positive change in diverse communities and fostering an environment where everyone has the opportunity to innovate. Special Guest: Brianne Caplan. Support Teaching Python Links: Code Your Dreams | Teaching Inner-City Chicago Kids To Code — Where Every Dream Counts: Embracing Innovation Through Education for a Brighter Future…
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Teaching Python
1 Episode 138: Innovative Coding Education with Pamela Fox 56:11
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Play Later Play Later Lists Like LikedIn episode 138 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes welcome Pamela Fox, a Principal Developer Advocate at Microsoft, to discuss the dynamic world of teaching, coding, and creating. Pamela shares her experiences working with Python in the cloud, emphasizing the various applications from serverless functions to web application backends using frameworks like Flask and Django. This episode provides a comprehensive look at how cloud-based environments like GitHub CodeSpaces and CoLab make programming more accessible and reduce the friction often associated with setting up development environments. Pamela dives into her approach to teaching and the unique challenges posed by different educational formats. Drawing from her work at institutions like UC Berkeley and her development of AP Computer Science Principles content for Khan Academy, she highlights the importance of making learning engaging and personalized. Pamela shares insights into the design of interactive and project-based curricula, touching on how tools like Parsons problems can scaffold learning effectively and make complex concepts like recursion more approachable. The conversation also explores the significance of visualizations in learning programming, as exemplified by Pamela's recursion visualizer tool. The episode concludes with reflections on the breadth of topics covered in AP CSP and the value of exposing students to a wide array of programming experiences. Listeners gain a deeper understanding of the balance between teaching fundamental concepts and encouraging creative expression through code, along with practical tips for educators at all levels. Special Guest: Pamela Fox. Support Teaching Python Links: GitHub - pamelafox/recursive-visualizations: An online tool to visualize recursive JS functions step-by-step as a tree. — A way to visualize the call graph of recursive functions. Uses Pyodide to run rcviz.py and then a WASM PyDot/GraphViz port to build an SVG graph. Finally, some JavaScript adds a slider for stepping through the calls. GitHub - pamelafox/faded-parsons-static: A way to run Python Faded Parsons problems entirely in the browser. — This website allows you to run Faded Parsons Problems in the browser. It uses Pyodide for executing Python doctests and localStorage for storing user progress.…
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Teaching Python
1 Episode 137: Lifelong Learning with Kelsey Hightower 48:24
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Play Later Play Later Lists Like LikedIn this insightful episode of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes engage in a dynamic conversation with the eminent Kelsey Hightower. The episode delves into Hightower's journey from self-taught programmer to distinguished engineer at Google, touching on the significance of lifelong learning and the non-traditional paths that many successful technologists follow. Hightower's anecdotes are not only inspiring but also provide valuable lessons on perseverance and the importance of staying curious. The episode tackles key themes around the entrepreneurial mindset, advising both students and educators on how to take calculated risks and break away from conventional norms. Hightower shares his unique insights on how thinking like an entrepreneur can lead to personal and professional growth, and how these principles can be applied even in structured educational environments. His stories about facing and overcoming challenges offer a blueprint for anyone looking to innovate within their current roles. For educators, Hightower's discussion emphasizes the need to look beyond the standard curriculum and foster an environment where students feel empowered to explore and experiment. The episode is rich with ideas on how to cultivate a nurturing yet challenging atmosphere that encourages students to think independently and embrace failure as a stepping stone to success. Whether you are a teacher, student, or tech enthusiast, this episode provides a wealth of wisdom on nurturing potential and achieving excellence. Special Guest: Kelsey Hightower. Support Teaching Python Links: Kubernetes: Up and Running: Dive into the Future of Infrastructure: Burns, Brendan, Beda, Joe, Hightower, Kelsey, Evenson, Lachlan: 9781098110208: Amazon.com: Books — In just five years, Kubernetes has radically changed the way developers and ops personnel build, deploy, and maintain applications in the cloud. With this book's updated third edition, you'll learn how this popular container orchestrator can help your company achieve new levels of velocity, agility, reliability, and efficiency--whether you're new to distributed systems or have been deploying cloud native apps for some time. Brendan Burns, Joe Beda, Kelsey Hightower, and Lachlan Evenson--who have worked on Kubernetes at Google and beyond--explain how this system fits into the life cycle of a distributed application. Software developers, engineers, and architects will learn ways to use tools and APIs to automate scalable distributed systems for online services, machine learning applications, or even a cluster of Raspberry Pi computers. Great Software & Storytelling Is Emotional | Kelsey Hightower (Legendary Developer) | CRAFTED. - YouTube — Kelsey Hightower is a legend. He’s a Kubernetes pioneer and recently retired (at 42!) from Google where he was a distinguished engineer. He still regularly gives live software demos in front of tens of thousands of people, improvising them like it’s jazz. He’s a master storyteller and a master craftsman. Kelsey Hightower (@kelseyhightower) / X kelseyhightower (Kelsey Hightower) · GitHub…
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Teaching Python
1 Episode 136: Learning Python with Dr. Chuck 54:59
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Play Later Play Later Lists Like LikedSummary This episode features a conversation with Dr. Chuck Severance about making programming accessible to everyone, the importance of practical applications in learning, and the potential of remote internships in programming education. Description In this episode of Teaching Python, hosts Kelly Schuster-Paredes and Sean Tibor chat with Dr. Chuck Severance, widely known as Dr. Chuck, about his innovative approaches to make Python and programming accessible to everyone. They discuss Dr. Chuck's methods for engaging learners of all ages, the critical role of practical application in education, and how creating connections can help students retain complex concepts. The conversation also delves into the potential for scalable, remote internships and how empowering students with programming skills at a younger age can have far-reaching effects on their future careers. Dr. Chuck shares his experiences, strategies, and vision for the future of programming education, making this episode a must-listen for educators and learners alike. Sections Introduction Wins of the Week Guest Introduction The Making of a Viral Python Course Importance of Practical Applications Empowering the Future with Python Closing Remarks Special Guest: Dr. Charles Severance aka "Dr. Chuck". Support Teaching Python Links: PY4E - Python for Everybody — This web site is building a set of free materials, lectures, book and assignments to help students learn how to program in Python. You can take this course and receive a certificate at: Coursera: Python for Everybody Specialization edX: Python for Everybody FreeCodeCamp Free certificates for University of Michigan students and staff CodeKidz PY4E - Python for Everybody — The goal of this book is to provide an Informatics-oriented introduction to programming. The primary difference between a computer science approach and the Informatics approach taken in this book is a greater focus on using Python to solve data analysis problems common in the world of Informatics.…
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Teaching Python
In this episode of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes dive deep into the innovative intersection of law and coding with special guests Morgan Gray and Wes Oliver from Duquesne University's School of Law. This fascinating conversation explores how Python programming is being integrated into the law curriculum to enhance the analytical and information processing skills of law students. The episode kicks off with introductions and personal anecdotes, setting the stage for a thought-provoking discussion about the future of legal education. Morgan and Wes share their unique journey of incorporating Python into their legal courses, detailing their beginning stages and the progression they've seen in their students. They discuss the challenges and rewards of teaching coding to future lawyers and the significant benefits it provides to their legal studies and careers. Through real-life examples and success stories, listeners gain insight into how Python is not only a tool for software development but also a powerful aid in legal problem-solving and decision-making. The episode wraps up with a look at the broader implications and future opportunities for law graduates who possess coding skills. Sean and Kelly highlight the feedback from employers and the growing demand for tech-savvy lawyers in the industry. Whether you're a law student, educator, or tech enthusiast, this episode offers a compelling look at how the integration of coding into non-traditional fields can open new avenues for innovation and efficiency. Special Guests: Morgan Gray and Wes Oliver. Support Teaching Python Links: Thomas R. Kline School of Law of Duquesne University — We educate lawyers to preserve the highest ideals of our profession and to promote equal justice and democratic discourse through leadership, service, and civic engagement. As a student at Duquesne Kline, you will receive a well-rounded legal education full of opportunities to practically apply your coursework—through our clinics, our appellate programs, and innovative offerings, like our Leadership Fellows Program and JD/ MBA program. Professors present groundbreaking “Coding for Lawyers” course at Python Education Summit — Thomas R. Kline School of Law of Duquesne University Professor Wesley Oliver and Adjunct Professor Morgan Gray, L’19, recently presented at the Python Education Summit (PyCon) in Pittsburgh.…
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Teaching Python
1 Episode 134: Interview with Jay Miller 1:07:13
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Play Later Play Later Lists Like LikedIn this episode, we have a candid conversation with Jay Miller, the founder of Black Python Devs. Jay shares his journey into the tech world, highlighting the inspiration behind starting Black Python Devs and the essential role it plays in extending the reach of the Python community into the black ecosystem. We discuss how his organization fosters safe, equitable, and accessible environments for Black developers, breaking down barriers and creating pathways for new talent to enter and thrive in the industry. Our discussion touches on the critical need for diversity and inclusion within tech communities and companies. Jay elaborates on practical strategies to make tech events and workplaces more welcoming for historically excluded groups. From the importance of having a strong code of conduct to providing logistical support like childcare and travel reimbursements, Jay emphasizes how small actions can make a significant impact in creating a culture where everyone feels they belong. We also dive into the often overlooked challenges that Black tech professionals face, such as negotiating salaries and finding mentors who look like them. Jay offers invaluable insights on why visibility and representation matter, sharing personal anecdotes and practical advice for both aspiring developers and established leaders. Whether you're an educator, a tech professional, or someone interested in creating more inclusive communities, this episode is packed with thought-provoking discussions and actionable takeaways. Special Guest: Jay Miller. Support Teaching Python Links: Black Python Devs | About Us — Black Python Devs was created by its founder Jay Miller after seeing a trend of the same handful of Black developers speaking at major conferences, taking leadership positions, and dealing with the same challenges towards burnout. Aiven - Your Trusted Data & AI Platform — Aiven is a versatile platform empowering you with AI-driven workload optimization and control over your data. Deploy widely adopted technologies across multiple clouds with just a few clicks to stream, store, and serve your data. FastAPI — FastAPI is a modern, fast (high-performance), web framework for building APIs with Python based on standard Python type hints. Talk: Nina Zakharenko - Goodbye Print, Hello Debugger! - YouTube — Still debugging your code with print? Learn how to level up your ability to troubleshoot complex code situations by using the power of a fully-featured debugger in this talk aimed at all levels of programming ability. Debuggers allow you to examine your program state, watch as the values of important variables change, and even modify the content of variables on the fly. Once I gave up using print to debug, my productivity as a programmer increased, and yours can too! Django Girls - start your journey with programming — Django Girls is a non-profit organization and a community that empowers and helps women to organize free, one-day programming workshops by providing tools, resources and support. We are a volunteer run organization with hundreds of people contributing to bring more amazing women into the world of technology. We are making technology more approachable by creating resources designed with empathy. PyCon US 2024 - PyCon US 2024 — After two years of PyCon US in Salt Lake City, we are so excited to welcome our community to our new host city of Pittsburgh, Pennsylvania! Mark your calendars and be sure to read the About PyCon US page for all the details. We can’t wait to see you all at the David L. Lawrence Convention Center!…
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Teaching Python
In this special episode of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes broadcast live from PyCon US 2024, exploring the significant role educators play within the Python community. The hosts discuss the importance of engaging more educators at PyCon and other Python conferences, addressing the challenges and barriers educators face such as financial constraints, time commitments, and overcoming imposter syndrome. With contributions from a live audience, the episode delves into personal experiences of attendees, highlighting the immense value these conferences provide for professional development and networking. Discussion points include the benefits of the Education Summit, opportunities for cross-disciplinary learning, and the sense of community that PyCon fosters. The hosts also propose solutions to increase educator participation, including the potential for travel grants and better informational outreach. Together, they emphasize the collective goal of enriching the teaching and learning experience within the Python community by encouraging wider educator involvement. Support Teaching Python…
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Teaching Python
1 Episode 132: Getting Non-Coding Teachers into CS 38:51
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Play Later Play Later Lists Like LikedJoin us in an enlightening conversation with Dora Palfi, co-founder of Imagi, and Chelsea Clagg, an instructional technology coach from Frederick County, Virginia, who share their experiences with making coding education more inclusive and accessible. Learn about the challenges and triumphs of implementing coding programs in schools, and how tools like the Imagi Charm are designed to make coding tangible and relatable for students. Discover how non-coder teachers are overcoming their hesitations and embracing coding to inspire a new generation of learners. This episode sheds light on the importance of coding in today’s education and the crucial role of creativity and cross-curricular connections in engaging students. Hear firsthand accounts of teachers and educators who, despite having no coding background, have successfully integrated coding into their curriculum, making it a valuable tool for enhancing cognitive skills and preparing students for the future. Explore the transformative power of coding education and how it’s shaping the educators of tomorrow. Whether you are a seasoned coding professional or a curious newcomer to the field of education technology, this episode offers valuable insights into making coding accessible and fun for everyone. Through real-world examples and engaging discussions, discover how coding is not just about learning a new language but about building a foundation for critical thinking, problem-solving, and creativity in the digital age. Special Guests: Chelsea Clagg and Dora Palfi. Support Teaching Python…
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Teaching Python
In the latest episode of Teaching Python, “Episode 131: Embracing the Spark with Lightning Talks,” hosts Sean Tibor and Kelly Schuster-Paredes delve into how the concise and dynamic format of Lightning Talks can revolutionize teaching and learning. Beyond the light-hearted introduction that sets the tone for a spirited exchange, the episode offers a deep dive into the essence of Lightning Talks. Through engaging discussions, Sean and Kelly share personal insights and practical examples of incorporating this format into classroom settings, from coding classes to improving public speaking skills among students. Listeners will gain valuable strategies for employing Lightning Talks as a pedagogical tool, with emphasis on their simplicity, the encouragement of critical thinking, and the promotion of a more inclusive and engaging learning environment. The episode is rich with anecdotes and experiences, highlighting how these brief, impromptu presentations can ease the anxiety associated with public speaking, inspire creativity, and facilitate a deeper connection with subject matter. Furthermore, the conversation also touches on the adaptability of Lightning Talks across different educational contexts, offering listeners a comprehensive view on integrating this format into their teaching repertoire to ignite enthusiasm and foster a vibrant learning culture. Support Teaching Python…
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Teaching Python
In this episode, we grapple with the provocative question: Is coding still relevant in a rapidly evolving world dominated by generative AI? Our engaging panel discussion features insights from Sean Tibor and Kelly Schuster-Paredes, hosts and creators of the renowned Teaching Python podcast, along with a lineup of distinguished guests. Each voice adds a unique perspective on how AI is reshaping the landscape of coding and education. Joining the discussion, we have Michael Kennedy from the Talk Python To Me podcast, known for his expertise in Python and its applications across various domains. Next, Blake Rayfield, a professor at Northern Arizona University, shares his perspective on the role of AI in higher education and research. The episode is rounded out with Brian Okken, host of the Python Test podcast, who provides a critical look at how AI is influencing software testing and development practices. Together, this panel navigates the complex terrain of AI's role in coding and education, sparking insightful debates and offering viewpoints that reflect the diverse spectrum of thought in the tech community. Special Guests: Blake Rayfield, Brian Okken, and Michael Kennedy. Support Teaching Python…
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Teaching Python
1 Episode 129: Quickbite: Live Coding and Codealongs 26:26
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Play Later Play Later Lists Like LikedJoin Sean and Kelly in this QuickBites episode as they explore the technique of live coding presentations in education. They highlight the cognitive benefits, such as active learning and enhanced understanding, as well as the engagement and communication fostered through this teaching method. The conversation covers the importance of error normalization, metacognition, critical thinking, and student participation, emphasizing the role live coding plays in empowering students to solve problems and build confidence in their coding abilities. Support Teaching Python…
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Teaching Python
1 Episode 128: From Blocks to Code with PickCode 41:46
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Play Later Play Later Lists Like LikedIn episode 128 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes dive into the world of coding education, focusing on the journey from block to text coding. They are joined by Charlie Meyer, co-founder and CEO of Pick Code, to discuss strategies and tools that make learning to code an engaging and enjoyable experience for students. The conversation also covers personal anecdotes from the hosts and guest, emphasizing the balance between fun and learning in coding education. Today's Topics: Making Coding Engaging Personal Coding Stories and Teachings Tools and Strategies for Coding Education Special Guest: Charlie Meyer. Support Teaching Python Links: Pickcode | The coding platform for education — Pickcode's online editor is the easiest way to teach and learn programming…
This episode of Teaching Python is a quick bite about setting goals. Sean Tibor and Kelly Schuster-Paredes discuss the importance of goal setting and how it can lead to personal and professional growth. They explore different types of goals, such as accomplishment goals and transformative goals, and share strategies for setting and achieving them. The episode emphasizes the benefits of goal setting in education, including improved academic outcomes, increased motivation, and the development of critical life skills. Sean and Kelly also provide tips for creating a culture of goal setting within the classroom or workplace. Support Teaching Python…
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Teaching Python
In Episode 126 of the "Teaching Python" podcast, hosts Sean Tibor and Kelly Schuster-Paredes delve into the fascinating realm of projects and portfolios for young coders. Expanding on the importance of showcasing coding skills, they explore how portfolios act as a powerful tool to demonstrate creativity, discipline, and coding standards. By creating a portfolio, students can present a comprehensive view of their work, allowing others to peek into their coding thought process and evaluate their unique voice as programmers. Sean and Kelly discuss how portfolios can give young coders a competitive edge when it comes to college admissions and job applications. They emphasize the significance of going beyond traditional academic achievements, such as grades and test scores, and highlight the value of tangible evidence of their coding prowess. By curating a collection of their projects, students not only provide a window into their technical abilities but also provide important context about their inspirations, intentions, and the thought process behind each project. Moreover, the hosts discuss the benefits of contributing to open-source projects and sharing code on platforms like GitHub. They acknowledge the initial discomfort, but encourage young coders to take the leap and submit contributions, highlighting how these experiences can enhance their portfolios and provide valuable talking points in interviews. Additionally, they discuss the emerging trend of universities and employers conducting online background checks, making a well-crafted online presence, including portfolios and LinkedIn profiles, essential for young coders. In this insightful episode, Sean and Kelly provide practical advice, personal anecdotes, and valuable insights, helping young coders understand the significance of projects and portfolios in their educational and professional journeys. Tune in to gain valuable tips on standing out, showcasing your skills, and navigating the world of coding portfolios and projects! Support Teaching Python…
In episode 125 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes dive into the concept of micro learning, discussing its benefits in fostering long-term memory retention and profound comprehension. The hosts advocate formalizing micro learning--breaking down topics into approachable, bite-sized segments--and discuss its application in the move towards more immediate, more specific, and ultimately more impactful and rewarding feedback. The discussion also covers the idea of 'laddering' a series of micro learning experiences to achieve larger, long-term objectives, the value of diverse learning materials, and even the role of badges and credentials in incentivizing continuous education. 00:00 Introduction to the Podcast 00:11 Exploring the Concept of Micro Learning 01:02 Understanding Macro Learning 01:11 The Evolution of Education 04:46 The Role of Micro Learning in Professional Development 05:56 The Methodology of Micro Learning 06:12 Micro Learning in the Classroom 08:49 The Benefits of Micro Learning 21:00 The Importance of Feedback in Micro Learning 28:30 The Role of Gamification in Micro Learning 33:40 Conclusion: The Future of Micro Learning Support Teaching Python…
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Teaching Python
1 Episode 124: Motivated with Coding in the World of AI 49:09
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Play Later Play Later Lists Like LikedIn this episode, Sean and Kelly focus on maintaining engagement in a pedagogical and professional setting during interaction with AI. They share meaningful anecdotes from their respective fields, offering a variety of methods to increase productivity and interest. Kelly, as an educator, discusses including the students in the technology integrations by letting them understand and contribute to the process. Sean, from a developer perspective, emphasizes on the importance of accountability, leaning into external relationships, having more concrete definitions of tasks, and stepping away when needed for better productivity. Support Teaching Python…
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Teaching Python
In this commemorative episode, Kelly and Sean celebrate their fifth year at Teaching Python. They reflect upon the origins of the podcast, how it has evolved, successes and challenges they've faced, and valuable lessons learned over the years. This episode underscores the importance of embracing continued learning, of staying persistent, and validates the magic of teaching and learning alongside students. Support Teaching Python…
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Teaching Python
1 Episode 122: Ethics of Artificial Intelligence 32:35
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Play Later Play Later Lists Like LikedIn Episode 122 of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes, explore the multifaceted role of AI in society together with their special guest, Cecilia Danesi. An expert in AI ethics and social impact, Cecilia shares in depth knowledge and interesting insights on the influence AI wields in different aspects of society. The episode covers a broad range of topics underlining the importance of AI in education, the concerns around algorithmic bias, the hard-hitting implications of irresponsible AI usage, the challenges and responsibilities shouldered by educators, among others. Tune in for an eye-opening episode ensuring a broader understanding of AI and the ethical standards required in its use. Special Guest: Cecilia Celeste Danesi. Support Teaching Python Links: The Empire of Algorithms — In today's world, Artificial Intelligence (AI) is playing an increasingly central role in our lives. Abstract, ubiquitous and opaque: The challenges of AI regulation — Prof Cecilia Danesi discusses the ethical governance of AI and the difficulty of balance in AI regulation. El imperio de los algoritmos | Cecilia Danesi Inteligencia Artificial y Derecho | Cecilia Danesi…
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Teaching Python
In this episode of Teaching Python, hosts Sean Tibor and Kelly Schuster-Paredes dive into the world of teaching coding with their special guest, the Board of Knowledge. This unique teaching tool, a large whiteboard spanning the back wall of their computer science classroom, is a visual representation of coding concepts and serves as a valuable resource for sixth graders. Sean and Kelly explore how the Board of Knowledge reduces cognitive load, scaffolds learning, and utilizes dual coding techniques to enhance students' understanding of coding principles. They also discuss the benefits of having a communal set of shared knowledge and the impact it has on students' learning experience. Tune in to discover how this innovative teaching tool can transform your coding lessons! Support Teaching Python Links: Online Python Tutor - visualize, debug, get AI help for Python, Java, C, C++, and JavaScript — Python Tutor helps you do programming homework assignments in Python, Java, C, C++, and JavaScript. It contains a unique step-by-step visual debugger and AI tutor to help you understand and debug code. Welcome - Barbara Oakley…
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Teaching Python
Episode 120: The Role of Failure in Learning In this episode of the Teaching Python podcast, co-hosts Sean Tibor and Kelly Schuster Paredes discuss the significance of failure in learning. They assert that failure is a crucial part of development and growth, providing an opportunity to be resilient and persistent when things don't go to plan. Sean shares a personal experience where he turned a coding failure into a learning opportunity, evolving better testing principles. Also, they discuss the need for a secure environment to allow for failure and learning. They conclude by introducing their community partnership with Python Tutor, a tool that helps in visualizing Python code execution. Support Teaching Python…
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Teaching Python
1 Episode 119: Quick Bites: Constructivism and Coding 22:01
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Play Later Play Later Lists Like LikedIn this episode of our teaching series, we dive into learners and their coding journey. We spotlight the Constructivist learning approach, emphasizing its core tenets: active learning, connecting coding to real-world challenges, the crucial role of collaboration, and the sheer power of motivation. The transformative potential of this approach is undeniable. From tales of initial struggles to triumphant victories, this episode is a 15-20 minute dive into the heart of teaching Python. Support Teaching Python…
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Teaching Python
1 Episode 118: Quick Bites: Testing Student Code 15:19
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Play Later Play Later Lists Like LikedToday, we'll talk about how to test students' code using automated tools. For example, the unit testing built into Replit's Teams for Education allows students to see if their code is correct, while teachers can quickly assess dozens of submissions. We'll also talk about potential pitfalls that can disrupt or distract from learning. Note: This is a shorter episode format that focuses on one specific topic, limited to 15-20 minutes. Support Teaching Python Links: Teams for Education - Replit — Tests and autograding Save time on grading. Free yourself up for more individual attention and increase student persistence by letting them test code before turning it in. PyBites Platform | Real World Python Exercises — Overwhelmed by tutorials? Stop consuming books and courses! The only way to really learn to code is to write a lot of relevant code. Our platform makes you a confident programmer fast.…
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Teaching Python
1 Episode 117: Intermediate Python With Yasoob Khalid 58:58
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Play Later Play Later Lists Like LikedYasoob Khalid is a blogger, developer at Microsoft, and author of Practical Python Projects and Intermediate Python. Growing up in Pakistan, he saw that there was a lack of resources for learners in developing countries, so he started to blog about what he was learning. Over time, this grew into free online books and resources that anyone around the world can use to learn Python. During our conversation, we talk about everything from making learning open and accessible, to the role that teachers and mentors play in our learning, as well as the ability to write and publish what we learn to improve our own understanding. We even sprinkle in a bit of Club Penguin. Join us to learn about how to go from basic to intermediate Python and so much more. Special Guest: Yasoob Khalid. Support Teaching Python Links: Yasoob Khalid — I am Yasoob! You might know me from Practical Python Projects or the Intermediate Python book. Welcome to my personal blog which is going to be the new home for all of my old and new articles. Practical Python Projects Book - Yasoob Khalid — The Practical Python Projects book demonstrates how to combine different libraries and frameworks to build amazing things. Club Penguin - Wikipedia — Club Penguin was a massively multiplayer online game (MMO), involving a virtual world that contained a range of online games and activities. It was created by New Horizon Interactive (now known as Disney Canada Inc.). Players used cartoon penguin-avatars and played in an Antarctic-themed open world. After beta-testing, Club Penguin was made available to the general public on October 24, 2005, and expanded into a large online community, such that by late 2007, it was claimed Club Penguin had over 30 million user accounts. In July 2013, Club Penguin had over 200 million registered user accounts.[1] Applesoft BASIC - Wikipedia — Applesoft BASIC is a dialect of Microsoft BASIC, developed by Marc McDonald and Ric Weiland, supplied with the Apple II series of computers. It supersedes Integer BASIC and is the BASIC in ROM in all Apple II series computers after the original Apple II model. It is also referred to as FP BASIC (from floating point) because of the Apple DOS command used to invoke it, instead of INT for Integer BASIC. Intermediate Python — Python Tips 0.1 documentation — Python is an amazing language with a strong and friendly community of programmers. However, there is a lack of documentation on what to learn after getting the basics of Python down your throat. Through this book I aim to solve this problem. I would give you bits of information about some interesting topics which you can further explore. CMU School of Computer Science — Carnegie Mellon’s School of Computer Science is widely recognized as one of the first and best computer science programs in the world. Our programs train the next generation of innovators to solve real-world problems and improve the way people live and work. Logic & Proofs – Course from Professor Sieg — An introductory logic course, designed for students from a broad range of disciplines, from mathematics and computer science to drama and creative writing. It is also designed to reflect aspects of the logical tradition (going back to Aristotle) as well as the practical applicability (for example for the construction of Boolean circuits). Below one finds a detailed description of the course with many of its special features. Talks - Brett Cannon: Python's syntactic sugar - YouTube — Did you know that it only takes 11 pieces of syntax and some special functions to implement all the rest of the syntax of Python 3.8? It turns out you can take something like + and unravel it into Python code, letting you implement what Python does for a certain piece of syntax all on your own!…
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Teaching Python
This episode dives into the multifaceted realm of Natural Language Processing (NLP) with a guest expert, [Ines Montani](#). The discussion revolves around the use of Python in the context of NLP, the complexities of language, the design of label schemes, and how educators and students can dive into this intriguing area. The conversation also touches on tools such as Prodigy and Spacy , as well as practical applications, including a humorous digression on the popular game, Fortnite . Teachers are encouraged to explore NLP with their students, emphasizing the importance of hands-on experience and data annotation. There's also a mention of a fascinating project involving a " magic mirror " powered by Raspberry Pi . Special Guest: Ines Montani. Support Teaching Python Links: ines.io — Hi, I’m Ines. I’m a software developer working on Artificial Intelligence and Natural Language Processing technologies, and the co-founder and CEO of Explosion. We’re the makers of spaCy, one of the leading open-source libraries for Natural Language Processing in Python, and Prodigy, a modern annotation tool for creating training data for machine learning models. Explosion — Company co-founded by Ines, specializing in AI and NLP developer tools. spaCy · Industrial-strength Natural Language Processing in Python — A leading Python library for NLP, designed to help process and understand large amounts of textual data. Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP — An interactive annotation tool for AI and machine learning, mentioned extensively in the conversation. MagicMirror² — The open source modular smart mirror platform Our Patreon — The Patreon page where listeners can financially support the podcast.…
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Teaching Python
1 Episode 115: DroneBlocks with Dennis Baldwin 55:10
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Play Later Play Later Lists Like LikedIn this captivating episode of Teaching Python, Kelly and Sean sit down with the innovative mind behind DroneBlocks.io, Dennis Baldwin. As a child, Dennis was deeply fascinated with remote control cars and airplanes. That childhood passion translated into a profound interest in engineering, as he delved deep into the intricate world of building, wiring, and programming flight controllers for his RC planes and quadcopters. Alongside, Dennis maintained an active presence on YouTube, making sure to share a majority of his research, development, and findings with an eager audience. 2010 marked a pivotal year for Dennis when he discovered the ArduPilot project and was deeply inspired by the dynamic developer community that supported it. This newfound inspiration set him on a journey of countless hours in the garage, experimenting and constructing a myriad of autonomous drones. This includes everything from hexacopters and VTOL aircraft to delta wings and mini quads, leveraging APM and Pixhawk flight controllers. 2014 saw him crossing paths with Marisa at Walnut Springs Elementary School in Dripping Springs, TX. A chance collaboration led to Dennis introducing students to the wonders of quadcopters, which further transitioned to the integration of DJI SDK upon students' intrigue in aerial photography. Fast forward to 2015, Dennis established a groundbreaking concept—melding block programming with the DJI SDK. This innovation birthed DroneBlocks, a platform cherished by students for its intuitive approach to conducting autonomous missions with DJI hardware. Today, DroneBlocks boasts an app, a comprehensive curriculum, and an ever-growing community of users sharing their mission code globally. As a graduate from The Citadel with a BS in Electrical Engineering and with a rich history of co-founding multiple tech ventures, Dennis, along with Marisa, aspires to integrate DroneBlocks into every STEAM classroom across the world. Tune in and soar with us on this incredible journey of passion, innovation, and educational revolution. Special Guest: Dennis Baldwin. Support Teaching Python Links: DroneBlocks App & Curriculum - Learn to Code with Drones! — DroneBlocks teaches STEM and the real-world application of drones, robots, and sensor technology through our apps, drone coding curriculum, simulator, and professional development. DroneBlocks Robo-Dog GO1 - Classroom Bundle — DroneBlocks — The DroneBlocks GO1 EDU+ bundle comes pre-equipped with two onboard Jetson Nanos and one onboard Jetson NX, this increased processing power gives you the capability of adding Lidar units in the future. ArduPilot - Versatile, Trusted, Open — ArduPilot is a trusted, versatile, and open source autopilot system supporting many vehicle types: multi-copters, traditional helicopters, fixed wing aircraft, boats, submarines, rovers and more. The source code is developed by a large community of professionals and enthusiasts. Dennis Baldwin - YouTube — I'm Dennis Baldwin, an electrical engineer by degree but fell in love with software engineering many years ago. I started building RC cars with my dad as a kid and now build UAVs (aka drones). I'm fascinated by the autonomous aspect of UAVs and spend a lot of time tinkering with Pixhawk and the APM code. Hopefully you learn something from my channel and hopefully I learn something from you as well. Thanks for tuning in. DroneBlocks Curriculum — Check out the full set of Droneblocks courses online…
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Teaching Python
1 Episode 114: The EduBlocks Evolution and Josh Lowe 51:02
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Play Later Play Later Lists Like LikedWay back on Episode 13 , we interviewed Josh Lowe, then 15 years old and the creator of EduBlocks . When Josh was 12, he started a Saturday afternoon project to make a block-based coding IDE that generated Python code. Flash forward seven years and Josh still maintains EduBlocks as a software engineer on behalf of Anaconda . This week, Kelly and Sean caught up with Josh to learn about his educational journey since we last spoke with him, the latest developments on EduBlocks, as well as the new direction enabled by Anaconda's purchase of EduBlocks in May 2023 . Special Guest: Josh Lowe. Support Teaching Python Links: Edublocks — EduBlocks is a free tool by Anaconda that helps anyone learn how to code with text-based languages like Python or HTML using a familiar drag-and-drop blocks system Anaconda Anaconda Press Release Announcing Purchase of EduBlocks — Anaconda Inc., provider of the world’s most popular data science platform, today announced the acquisition of EduBlocks, a free, web-based, drag-and-drop coding platform built to help K-12 students learn fundamental skills. With EduBlocks, Anaconda expands its reach and offerings for K-12 schools as well as for beginner-level professionals.…
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Teaching Python
This week we are joined by Philip Guo and Sam Lau, researchers at the University of California, San Diego. Philip and Sam have recently published research on how computer science instructors use artificial intelligence tools like ChatGPT and GitHub Copilot in their classrooms. Join us to learn more about the data behind how generative AI is changing the way we teach computer science and coding. Special Guests: Philip Guo and Sam Lau. Support Teaching Python Links: sam lau AI Code Generation Tools Study — From "Ban It Till We Understand It" to "Resistance is Futile": How University Programming Instructors Plan to Adapt as More Students Use AI Code Generation and Explanation Tools such as ChatGPT and GitHub Copilot Pandas Tutor: Using Pyodide to Teach Data Science at Scale | Pyodide blog — Hi, we’re Sam Lau and Philip Guo, and we teach data science classes at UC San Diego. In this guest post we’ll tell you about our free educational tool, Pandas Tutor, that helps students learn data science using the popular pandas library. The above screenshot shows how you can use it to write Python and pandas code in a web-based editor and see visualizations of what your code does step-by-step. Pandas Tutor - visualize Python pandas code — Pandas Tutor lets you write Python pandas code in your browser and see how it transforms your data step-by-step. (If you use R, try Tidy Data Tutor. To visualize general Python, Java, C, C++, and JavaScript code, try Python Tutor.) Teaching Programming in the Age of ChatGPT — How computing instructors plan to adapt to ChatGPT, GitHub Copilot, and other AI coding assistants (ICER 2023 paper) Real-Real-World Programming with ChatGPT — Taking AI Far Beyond Small Self-Contained Coding Tasks…
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In this episode, Kelly and Sean meet with Adam Schroeder, community manager at Plotly and author of The Book of Dash. We'll talk about how teachers can use data visualization in the classroom with Dash to bring data to life for their students. If you're not familiar with the Dash and Plotly Python libraries, you can get started here with us! Dash is a library for building web-based dashboards to visualize your Python data. It uses Plotly, a library for making beautiful visualizations of data that are highly interactive. Both libraries are open-source and maintained by the Plotly company, which provides enterprise-grade implementations of Dash and Plotly for business customers. Special Guest: Adam Schroeder. Support Teaching Python Links: Dash in 20 Minutes Tutorial | Dash for Python Documentation | Plotly — By the end of this tutorial, you will understand the basic building blocks of Dash and you will know how to build this app. Plotly Blog - What Scientists, Engineers, Teachers, &... — Making graphs and analyzing data are essential skills for science, engineering, journalism, and data analysis of all types. Collaborating online with our team means we can work better and faster. The status quo tools–pencil and paper, desktop software, and graphing calculators–present problems. Plotly: Low-Code Data App Development — Dash Enterprise is the premier platform for building, scaling, and deploying data apps in Python. The Book of Dash | No Starch Press — A swift and practical introduction to building interactive data visualization apps in Python, known as dashboards. You’ve seen dashboards before; think election result visualizations you can update in real time, or population maps you can filter by demographic. With the Python Dash library you’ll create analytic dashboards that present data in effective, usable, elegant ways in just a few lines of code. Charming Data - YouTube Minecraft EDU Digital Citizenship — Minecraft is an open-world game full of possibilities, where players can create and build, solve problems together, and explore amazing worlds. Learn how Minecraft is transforming education. Minecraft is working on a series of digital literacy/cyber safety worlds and lessons.…
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Teaching Python
1 Episode 111: Generative AI with Eric Matthes 1:04:27
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Play Later Play Later Lists Like LikedEpisode 111: Exploring Generative AI in Education In Episode 111 of the Teaching Python podcast, join special guest Eric Matthes and your hosts Kelly and Sean as they dive into the intriguing world of generative AI in education. Coming fresh from the Education Summit at PyCon 2023, they provide a comprehensive recap of the event, highlighting the successful speaker topics, the ideal room size, and the engaging breakout sessions that made the summit a resounding success. As an extra resource, Eric Matthes, author of the widely acclaimed "Python Crash Course," joins the discussion, providing valuable insights into the intersection of generative AI and education. For those interested, Eric's book can be found on Amazon . The conversation then delves into the complexities surrounding generative AI, emphasizing that while it holds tremendous potential, it is still in its early stages, leaving us with more questions than answers. To lay the groundwork, the hosts define generative AI and demystify how large language models work, drawing an analogy to refrigerator poetry magnets to aid comprehension. As the discussion unfolds, Kelly, Eric, and Sean raise crucial questions about the role of generative AI, specifically ChatGPT, in education. They explore the optimal level of usage, the necessary policies and governance to support its implementation, and draw parallels to the concept of the "Goldilocks zone" in astronomy, seeking the right balance for effective integration. The episode moves to thought-provoking dialogue regarding the future proficiency levels required for learners in problem-solving scenarios. They examine whether coding proficiency alone will suffice or if learners will need to develop AI literacy, enabling them to harness the power of AI to generate code and solutions. Tune in to Episode 111 of the Teaching Python podcast to gain a deeper understanding of the implications and potential of generative AI in education. As the hosts explore the evolving landscape, they shed light on the importance of finding the right balance and preparing learners for the challenges and opportunities that lie ahead. Special Guest: Eric Matthes. Support Teaching Python Links: Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming: Matthes, Eric: 9781718502703: Amazon.com: Books — Python Crash Course is the world’s best-selling guide to the Python programming language. This fast-paced, thorough introduction will have you writing programs, solving problems, and developing functioning applications in no time. Python Flash Cards: Syntax, Concepts, and Examples: Matthes, Eric: 9781593278960: Amazon.com: Books — Keep your coding skills sharp on the go! Python Flash Cards take a tried-and-tested method and give it a programming makeover. Eric Matthes, author of the best-selling Python Crash Course, distills essential Python programming knowledge into this 101-card deck you can use anywhere. - Education Summit - PyCon US 2023 — The Summit is a gathering of teachers and educators focused on bringing coding literacy, through Python, to as many learners as possible. We invite educators from all venues to join the discussion, share insights, learn new techniques and tools, and share their passion for education. We are inviting educators from many venues: authors; PK-12 schools; colleges and universities; community-based workshops; online programs; and government. In addition to a wide array of engaging speakers, we will also create collaboration opportunities and hands-on learning sessions.…
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1 Episode 110: CircuitPython with Kattni Rembor 1:04:31
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Play Later Play Later Lists Like LikedShow Notes Introduction Welcome to this week's episode, entirely devoted to CircuitPython. We're excited to have Kattni Rembor from Adafruit as our special guest, who has contributed extensively to the CircuitPython platform, from beginner guides to advanced projects. Kattni's Win of the Week Kattni shares her current project, a guide for creating a keyboard key switch with NeoPixels underneath. Each key press generates a random LED color. Our Wins of the Week Kelly Schuster-Paredes, currently on vacation, shares her achievement of resting for two consecutive minutes. Sean shares his experience using the Marp tool for presentations but admits to time management struggles. CircuitPython Introduction We delve into CircuitPython, a version of Python designed for microcontrollers. Created for beginners and educational purposes, it provides a unique approach to learning Python. CircuitPython Applications Kattni enlightens us on the vast applications of CircuitPython, ranging from environmental sensing to assistive technologies for people with disabilities. CircuitPython Capabilities We discuss how CircuitPython simplifies complex tasks, fostering creativity and making tasks like LED blinking quite straightforward. CircuitPython Boards At the time of recording, there are 413 boards compatible with CircuitPython available at circuitpython.org. We also discuss Adafruit's educational pricing and discounts. Top CircuitPython Boards We list our top five favorite boards for education, ease of use, and fun projects, including Blue fruit and Circuit Playground Express. Getting Started with CircuitPython Starting with CircuitPython can be challenging for beginners. We discuss some common issues and solutions, like copying required libraries immediately after importing. CircuitPython in the Classroom We highlight the immense possibilities of CircuitPython in educational settings and encourage educators to explore its potential. Connect with Kattni Rembor You can follow Kattni Rembor's projects on the Adafruit Learning System and on social media platforms like Mastodon. Live Streaming Announcement Kelly announces the "Summer of Streaming," aiming to live stream every Wednesday at three. Closing Remarks We wrap up the episode with Kattni expressing her enjoyment in discussing CircuitPython and her excitement for future projects. Sean and Kelly sign off, looking forward to the next episode. Special Guest: Kattni Rembor. Support Teaching Python…
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1 Episode 109: What We Did on Our Podcast Sabbatical 32:58
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Play Later Play Later Lists Like LikedShow Notes: Personal Updates Sean Tibor shares his excitement about meeting his overseas team members for the first time. He also expresses pride at watching his first batch of students graduate and choose to study in computer science and related fields. Future Learning Journeys Kelly Schuster-Paredes reflects on the exciting learning opportunities the students will undertake. She expresses hope that these students will return to share their experiences and insights ( Teaching Python website ). Inviting Past Students on the Podcast Both hosts discuss the possibility of inviting former students to the podcast as guests. Current Students Excelling Kelly shares an anecdote about a 6th grader surpassing her knowledge in Python's Turtle module . Plans for the Podcast Return in June with the first guest speaker of the year. Considering a summer sabbatical to prepare for the upcoming school year. Plans to enhance their Patreon community with exclusive benefits. Reach Out! Sean invites listeners to reach out via social platforms such as Twitter , Facebook , and LinkedIn . He also encourages feedback on potential topics or guests for future podcast episodes through their website contact form . Signing Off The hosts sign off, promising more Python learning insights and experiences in the next episodes. For more details, visit the Teaching Python Podcast website . Support Teaching Python…
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Teaching Python
Kelly and Sean interview Ryan Dehmoubed, co-founder of JuiceMind , a startup focused on hardware and software for the K-12 computer science education market. Their initial products focus on the AP Computer Science curriculum with a goal of making coding more engaging while showing students the practical applications of coding. In this interview, we'll cover everything from the shortage of computer science teachers to smart doorbells to going beyond Kahoot! to tools that help teachers assess student learning progress. Special Guest: Ryan Dehmoubed. Support Teaching Python Links: Python Smart Doorbell - JuiceMind — Learn the fundamentals of Python by building a REAL product – a Smart Doorbell that sends text messages and emails! Ping Pong Launcher - JuiceMind — Strengthen your Python skills and learn the fundamentals of robotics by building a Ping Pong Launcher that can fire a ping pong ball 20 feet! JuiceMind Quizzes…
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1 Episode 107: AI In The Middle School with Dr. Nisha Talagala 47:51
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Play Later Play Later Lists Like LikedHave you ever wondered how Siri, Alexa, or Google Assistant can understand and respond to our commands? Or how Netflix or YouTube recommend the next video for us to watch? The answer lies in Artificial Intelligence (AI), a branch of computer science that allows machines to perform tasks that usually require human intelligence, such as speech recognition, image processing, and decision-making. In this episode of The Teaching Python podcast, Dr. Nisha Talagala, the founder and CEO of AIClub , a nonprofit organization that teaches AI to students and educators, joins hosts Sean Tibor and Kelly Schuster-Paredes to demystify AI and Machine Learning (ML) for middle school students. Dr. Talagala starts by explaining how she started teaching her then 9-year old daughter about AI and quickly realized that there were a lot of gaps in the available AI materials for teaching. She started assembling resources and organizing the content in a way that worked well for kids while providing them with room to grow their knowledge and skills. This quickly turned into a book project, The Fundamentals of Artificial Intelligence, Volume 1 with her co-author Dr. Sindhu Ghanta. Next, the conversation shifts to teaching the ethics of AI and the potential risks and benefits of AI for society. Dr. Talagala explains how students need projects that they can relate to and easily adapt to answer the questions they generate. She suggests that middle school students can play a role in shaping the future of AI by learning about these issues, questioning the status quo, and advocating for responsible AI practices. The episode ends with resources and recommendations for teachers who want to learn more about AI and ML. Special Guest: Nisha Talagala. Support Teaching Python Links: Amazon.com: Fundamentals of Artificial Intelligence: Volume 1 (Introduction to Artificial Intelligence) eBook : Talagala, Nisha, Ghanta, Sindhu: Kindle Store — This book is for K12 students who want to learn AI, for teachers who want to teach AI and bring AI into the classroom, and for any individual who wants to understand AI in a simple and effective way. AIClub - AI for Kids, Coding, IOT, Apps for Kids | AIClub — Artificial Intelligence is the Future. Are Your Kids Ready? The Three E’s Of Problem Solving: Core Skills In The Age Of ChatGPT — I have written articles (like this one) on how technologies like ChatGPT, while massively disruptive, are not necessarily the first ones that upended our understanding of what core workplace skills need to look like. In the presence of ever-increasing automation - I would argue the core skills that remain are problem-solving skills - which can be measured by three Es - Effective, Efficient, and Ethical…
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After years of being atop our "must-have guests" list, Kelly and Sean finally get to interview Al Sweigart, author of Automate the Boring Stuff with Python, as well as many other books and courses that help people learn Python more effectively Join us as we talk about everything from our favorite teaching examples, the process of book writing, fostering cats, and more. Special Guest: Al Sweigart. Support Teaching Python Links: Invent with Python — Learning to program makes you a smarter and more capable human being. Rocket science uses programming, but programming isn't rocket science. Whether you're a student preparing for a software career, an office worker buried under spreadsheet files, or a hobbyist who wants to make video games, the Python programming language is an excellent start in the world of programming. Get started for free with the online copies of Al's books! The Recursive Book of Recursion: Ace the Coding Interview with Python and JavaScript: Sweigart, Al: 9781718502024: Amazon.com: Books — An accessible yet rigorous crash course on recursive programming using Python and JavaScript examples. Recursion has an intimidating reputation: it’s considered to be an advanced computer science topic frequently brought up in coding interviews. But there’s nothing magical about recursion. Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners: Sweigart, Al: 9781593279929: Amazon.com: Books — Learn how to code while you write programs that effortlessly perform useful feats of automation! The second edition of this international fan favorite includes a brand-new chapter on input validation, Gmail and Google Sheets automations, tips for updating CSV files, and more. Python Programming Exercises, Gently Explained , Sweigart, Al, eBook - Amazon.com — Many books and websites have aggressive programming challenges for top coders. However, this book is for the rest of us. We want challenges that improve our coding skills, not leave us confused and discouraged. Other tutorials and books have taught you the basics of Python, but the 42 programming exercises in this book let you practice what you've learned. Selected for their simplicity, these programming problems include gentle explanations of the problem, the prerequisite coding concepts you’ll need to understand the solution, and helpful templates to put together the programs if you have trouble starting from scratch. Amazon.com: The Big Book of Small Python Projects: 81 Easy Practice Programs eBook : Sweigart, Al: Kindle Store — If you’ve mastered basic Python syntax and you’re ready to start writing programs, you’ll find The Big Book of Small Python Projects both enlightening and fun. This collection of 81 Python projects will have you making digital art, games, animations, counting pro- grams, and more right away. Once you see how the code works, you’ll practice re-creating the programs and experiment by adding your own custom touches. Beyond the Basic Stuff with Python: Best Practices for Writing Clean Code: Sweigart, Al: 9781593279660: Amazon.com: Books — BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Cracking Codes with Python: An Introduction to Building and Breaking Ciphers: Sweigart, Al: 9781593278229: Amazon.com: Books — Learn how to program in Python while making and breaking ciphers—algorithms used to create and send secret messages! Invent Your Own Computer Games with Python, 4th Edition: Sweigart, Al: 9781593277956: Amazon.com: Books — Invent Your Own Computer Games with Python will teach you how to make computer games using the popular Python programming language—even if you’ve never programmed before!…
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Kelly and Sean are organizing the PyCon US Education Summit for 2023. Join us to learn more about the summit, what we've learned from attending, and how you can get involved. Support Teaching Python Links: Welcome to PyCon US 2023 - PyCon US 2023 — Presenting PyCon US 2023 a 20th Year Anniversary Celebration! Salt Lake City, Utah - April 19, 2023 - April 27, 2023 Tutorials - April 19-20, 2023 Main Conference and Online - April 21-23, 2023 Job Fair - April 23, 2023 Sprints - April 24-27, 202…
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