Episode 111: Generative AI with Eric Matthes
Teaching Python1 Heinä 2023

Episode 111: Generative AI with Eric Matthes

Episode 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 (https://amzn.to/3pz7uje). 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.

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Episode 31: The School of 2024

Episode 31: The School of 2024

Can you belive it's only been five years since Alexa launched? Or that identifying birds in photos was considered a hard problem (https://xkcd.com/1425/) for machine learning? In this episode, Kelly and Sean discuss plausible trends in machine learning, artificial intelligence, augmented and virtual reality, and data science that we may see in schools by 2024. We focus on 5 areas from microscale in the classroom to macro across the entire educational system. Trends in the Computer Science classroom Integration into other subjects Reducing Teacher Workload For Student Access to Tools As a School-wide Initiative It's amazing to think that many problems in Machine Learning were considered hard just 5 years ago. What will the next 5 years bring?

11 Marras 201946min

Episode 30: Teaching Adult Learners

Episode 30: Teaching Adult Learners

In this episode, Kelly and Sean speak to Reuven Lerner about how to teach adult learners and people switching to Python from other languages. Reuven is a corporate trainer of Python and Data Science. He helps developers around the world learn how to code in Python. As fellow teachers, we dive into the similarities and differences of teaching adults versus students. What works? What is new and interesting? Our guest, Reuven Lerner, is a full-time Python trainer. In a given year, he teaches courses at companies in the United States, Europe, Israel, and China — as well as to people around the world, via his online courses. Reuven created one of the first 100 Web sites in the world (https://tech.mit.edu) just after graduating from MIT’s computer science department. He opened Lerner Consulting in 1995, and has been offering training services since 1996. Reuven’s monthly column has appeared in Linux Journal (https://linuxjournal.com/) since 1996, and was a panelist on the Freelancers Show podcast from 2015 - 2019. He is also the CTO of Rent Like a Champion (https://rentlikeachampion.com/), an event-based home-rental company based in Chicago, Illinois. Reuven’s most recent book is “Python Workout (https://www.manning.com/books/python-workout),” a collection of Python exercises with extensive explanations, published by Manning. Reuven’s free, weekly “Better Developers (https://lerner.co.il/newsletter)” newsletter, about Python and software engineering, is read by more than 10,000 developers around the globe. His “Trainer weekly (https://lerner.co.il/trainer-weekly/)” newsletter is similarly popular among people who give corporate training. Reuven has a bachelor’s degree in computer science and engineering from MIT, and a PhD in learning sciences from Northwestern University. He lives in Modi’in, Israel with his wife and three children.

5 Marras 201955min

Episode 29: Non-Traditional Python Education

Episode 29: Non-Traditional Python Education

This week, Kelly and Sean are joined by Brianne Caplan (https://www.briannecaplan.com) from Code Your Dreams (https://www.codeyourdreams.org) and Gabrielle Rabinowitz (https://twitter.com/gabriellerab) from the BridgeUP: STEM Program (https://www.amnh.org/learn-teach/bridgeup-stem) at the American Museum of Natural History to discuss K-12 Python Education that happens outside of the classroom. Special Guests: Brianne Caplan and Gabrielle Rabinowitz.

28 Loka 201948min

Episode 28: 10 Things We Wish We Knew

Episode 28: 10 Things We Wish We Knew

Has it already been a year of learning and teaching Python for Kelly and Sean? In this episode, our co-hosts talk about the things they wish they knew a year ago to make their Python journey even better. 10 Things We Wish We Knew Before We Started Python Don't Be Afraid of the Unknown There's Never Going to be Enough Time Reading Error Codes Simple and Slow beats Complex and "Correct" Read a little. Code a lot. Projects Really Work You Have to Teach To Someone Reach out to the Python Community Don’t Let Imposter Syndrome Get You You Don’t Have to Answer Every Question

20 Loka 201933min

Episode 27: Automate the Boring Teaching Stuff

Episode 27: Automate the Boring Teaching Stuff

Isn't it surprising how much repetition goes into the job of teaching? What if you could use Python to automate that and focus on the work that adds the most value for your students? Or at least eliminate the boring teaching stuff like transferring grades or setting up iPads. With thanks to Al Sweigart and his book, Automate the Boring Stuff With Python (https://automatetheboringstuff.com/), Kelly and Sean look at how teachers can leverage Python to speed up or eliminate the most boring and repetitive aspects of teaching. This episode includes a walkthrough of an example project that Sean built to automate iPad setup at his school using Google Cloud Functions (https://cloud.google.com/functions/), JAMF Server APIs (https://www.jamf.com), and Apple Device Management (https://developer.apple.com/documentation/devicemanagement).

4 Loka 201943min

Episode 26: Building Lessons and Planning the Curriculum

Episode 26: Building Lessons and Planning the Curriculum

In this episode, Kelly and Sean discuss how their philosophy of teaching helps them to design their daily curriculum for the course.

3 Syys 201948min

Episode 25: The Best Editors and IDEs for Teaching Python

Episode 25: The Best Editors and IDEs for Teaching Python

What are the best editors for teaching in Python? In this episode, Kelly and Sean examine a variety of different environments for students to learn to code Python. Should it be online or local? Paid or free? Simple or full-featured? An editor or an IDE? Here's what made our list: Mu Editor (https://codewith.mu) Visual Studio Code (https://code.visualstudio.com) PyCharm Edu (https://www.jetbrains.com/pycharm-edu/) python.microbit.org (https://python.microbit.org) Repl.it (https://repl.it) Jupyter (https://jupyter.org)

17 Heinä 201934min

Episode 24: Avoiding the Summer Slide (For Teachers)

Episode 24: Avoiding the Summer Slide (For Teachers)

Many teachers give advice to parents on how to keep kids engaged during the summer. Sean and Kelly take their own advice and apply it to teachers and professional development. In this episode, we discuss how to avoid the “Summer Slide” and what we are doing to keep on learning.

27 Kesä 201930min

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