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!

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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.

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In this episode of the Teaching Python podcast, Kelly and Sean delve into the topic of ChatGPT and its potential impact on computer science education. ChatGPT is a new artificial intelligence tool developed by OpenAI that has generated a lot of buzz in the tech industry. The hosts consider both the potential benefits and drawbacks of using ChatGPT in the classroom, and discuss how it could be used to enhance the learning experience.

One of the key points they address is the question of whether ChatGPT will be a helpful or harmful addition to computer science education. On the one hand, ChatGPT has the potential to be a powerful teaching aid, providing students with a unique and engaging way to learn. On the other hand, there are concerns that the use of ChatGPT could lead to a reduction in critical thinking skills, as students may rely too heavily on the tool for solutions.

Ultimately, Kelly and Sean argue that ChatGPT has the potential to be a valuable resource for educators, but it is important to use it in a balanced and mindful way. They suggest that incorporating ChatGPT into the curriculum in combination with other teaching methods could be an effective way to maximize its benefits and minimize any negative effects. If you are interested in learning more about ChatGPT and its potential applications in education, be sure to check out the linked resources.

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Links:

• ChatGPT: Optimizing Language Models for Dialogue — We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests. ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response.
• Aligning Language Models to Follow Instructions — We’ve trained language models that are much better at following user intentions than GPT-3 while also making them more truthful and less toxic, using techniques developed through our alignment research. These InstructGPT models, which are trained with humans in the loop, are now deployed as the default language models on our API.
• Proximal Policy Optimization — We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.
• ChatGPT Equivalent Is Open-Source, But it Is of No Use to Developers — It seems like the first open-source ChatGPT equivalent has emerged. It is an application of RLHF (Reinforcement Learning with Human Feedback) built on top of Google’s PaLM architecture, which has 540 billion parameters. PaLM + RLHF, ChatGPT Equivalent is open-source now, it is a text-generating model that acts similarly to ChatGPT, was provided by the developer in charge of reverse engineering closed-sourced AI systems like Meta’s Make-A-Video. It is characterized as a work in progress.
• How AI Is Changing The Way Students Learn — In the education landscape, technology is rapidly changing. AI and machine learning, in particular, are now impacting the education sector in numerous ways. In fact, despite some commonly held beliefs, the use of AI in education goes beyond grading student assessments, and this technology can greatly benefit both educators and students.
• Brian Bourque on Twitter: — "ChatGPT will revolutionize how non-technical folks build products. Here's an example (I put this together in 2 min, so yeah, it's crappy):" / Twitter
• Can Anti-Plagiarism Tools Detect When AI Chatbots Write Student Essays? | EdSurge News — After its launch last month, ChatGPT, the latest chatbot released by OpenAI, made the rounds online. Alex, a sophomore at a university in Pittsburgh, started toying with the chatbot about a week after it was released, after finding out about it on Twitter. Within a couple of days, he got really excited by the quality of the writing it produced. The chatbot was good, he says—really good. (“Alex” is the name that this person provided to EdSurge. He only agreed to speak anonymously, for fear of repercussions for admitting to academic dishonesty.)
• Will ChatGPT Kill the Student Essay? - The Atlantic — Nobody is prepared for how AI will transform academia.
• ChatGPT for Google - Chrome Web Store — Display ChatGPT response alongside Google Search results This is an open-source extension that show response from ChatGPT alongside Google and other search engines
• ZohaibAhmed/chatgpt-api: This repo is unofficial ChatGPT api. It is based on Daniel Gross's WhatsApp GPT — It uses playwright and chromium to open browser and parse html. It is an unoffical api for development purpose only.
• lencx/ChatGPT: 🔮 ChatGPT Desktop Application (Mac, Windows and Linux) — This is a major and exciting update. It works like a Telegram bot command and helps you quickly populate custom models to make chatgpt work the way you want it to. This project has taken a lot of my spare time, so if it helps you, please help spread the word or star it would be a great encouragement to me. I hope I can keep updating it and adding more interesting features.
• ChatGPT Tutorial - A Crash Course on Chat GPT for Beginners - YouTube — This ChatGPT Tutorial is a Crash Course on Chat GPT for Beginners. With the increase in popularity, ChatGPT is still unknown to many people. In this video, I will provide a crash course on different ways to use ChatGPT.

Episode Errata:

• The hackday event referenced in the episode was related to Pyscript and more information will come out on that shortly.
• The data science competition for high school students referenced in the episode is called Data Science Expo and will be piloted in the 2022-2023 school year.

Note: we had to go to the cloud-based recording backup for this episode, so you may notice a few issues with audio quality. Our editor did his best to clean it up, but there are a few rough spots.

Special Guests: Albert Defusco and Sophia Yang.

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Links:

• Anaconda Nucleus — Find content in the Anaconda library, support, and more!
• Anaconda | The World's Most Popular Data Science Platform — Anaconda offers the easiest way to perform Python/R data science and machine learning on a single machine. Start working with thousands of open-source packages and libraries today.
• Getting started with Anaconda — Anaconda documentation — Anaconda Distribution contains conda and Anaconda Navigator, as well as Python and hundreds of scientific packages. When you installed Anaconda, you installed all these too.
• PyScript | Run Python in your HTML — Run Python in Your HTML

Special Guests: Anna Wake and Harry Wake.

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Links:

• Mission Encodeable | Free coding tutorials for young people — The coolest way to learn to code. Free digital coding and design courses for young people.
• The collaborative browser based IDE - Replit — Use our free, collaborative, in-browser IDE to code in 50+ languages — without spending a second on setup.

Requests is a popular Python library for making HTTP requests in a simplified, elegant way. As the one of the top 10 most downloaded packages on PyPI.org, it's used across Python to interact with web APIs, scrape websites, post webhooks, and more.

In this episode, Kelly and Sean talk about different lesson plans, approaches, and examples using the Requests library in a teaching environment.

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Links:

• Python’s Requests Library (Guide) – Real Python — The requests library is the de facto standard for making HTTP requests in Python. It abstracts the complexities of making requests behind a beautiful, simple API so that you can focus on interacting with services and consuming data in your application.
• PyCon 2022 Welcome to PyCon US 2022 — PyCon US is the largest annual gathering for the community using and developing the open-source Python programming language. It is produced and underwritten by the Python Software Foundation, the 501(c)(3) nonprofit organization dedicated to advancing and promoting Python. Through PyCon US, the PSF advances its mission of growing the international community of Python programmers.
• Home | Mondelēz International, Inc. — We are one of the largest snack companies in the world with global net revenues of $25.9 billion and net earnings of $3.4 billion in 2018. We make and sell primarily snacks, including biscuits (cookies, crackers and salted snacks), chocolate, gum & candy as well as various cheese & grocery and powdered beverage products.
• ISL | International School of Luxembourg: Next Events — In collaboration with other international educators and renowned experts, ISL is proud to present a series of webinars that promote best practices and embrace the collective wisdom of the participants. We have been fortunate to collaborate with such experts as Dr. Fran Prolman, Ewan McIntosh, Jeff Utech and Scott McLeod. The Virtual Learning Loft has enabled ISL educators to connect and develop networking opportunities on a global scale and promote ISL as a learning organisation. 
• Pine Crest School's Innovation Institute — The theme for the virtual conference is Going Global: Integrating Innovation, Technology, and Social Entrepreneurship to Improve our World. The Eighth Annual Innovation Institute is scheduled for April 24, 25, and 26, 2022. This year, the Institute will offer a variety of teacher-as-student, online, hands-on workshops geared toward educators at all levels. During the workshops, attendees will explore ways to make global connections and integrate social entrepreneurship through hands-on learning linked to project-based learning activities and technology integration.
• Python Jumpstart by Building 10 Apps Online Course - [Talk Python Training] — Programming is fun and profitable. Learning to become a software developer should be equally fun! This course will teach you everything you need to know about the Python language all the while building interesting and engaging applications.

“Are we preparing students to identify and confront problems they care about, collaborate beyond classroom walls, and overcome the false dichotomy between local versus global? Do we see our work as educators as the work of building a better world?”

Special Guest: Will Richardson.

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Links:

• BIG Questions Institute - Big Questions Institute — The Big Questions Institute was created to help educators of all stripes build their capacity to see and accept this moment for what it is and to peer into the future with skill. We ground that work in "fearless inquiry," a disposition of deep questioning and truth-telling of our practice and mission.
• EMO - LivingAi — Built with multiple sensors and cutting-edge techs, Emo is a cool desktop AI robot pet with characters that can self-explore the world and react to you with 1000+ faces and movements. 
• 9 Questions Free EBook - Big Questions Institute — In this new ebook written by BIG Questions Institute co-founders Will Richardson and Homa Tavangar, we suggest that now is the perfect time to ask whether the learning environments our students need today are the same as the ones schools offered them pre-pandemic. And that this is no time to go back to a "normal" which in many ways wasn't all that great to begin with.
• 10 Books for 2022 - Big Questions Institute — (*Because This Is an Historic Moment for Education)
• Amazon.com: The Greatest Beer Run Ever: A Memoir of Friendship, Loyalty, and War eBook : Donohue, John "Chick", Molloy, J. T.: Kindle Store — One night in 1967, twenty-six-year-old John Donohue—known as Chick—was out with friends, drinking in a New York City bar. The friends gathered there had lost loved ones in Vietnam. Now, they watched as anti-war protesters turned on the troops themselves. One neighborhood patriot came up with an inspired—some would call it insane—idea. Someone should sneak into Vietnam, track down their buddies there, give them messages of support from back home, and share a few laughs over a can of beer. It would be the Greatest Beer Run Ever.
• Amazon.com: Who Do We Choose To Be?: Facing Reality, Claiming Leadership, Restoring Sanity eBook : Wheatley, Margaret J.: Kindle Store — On the twenty-fifth anniversary of the publication of her classic Leadership and the New Science, bestselling author Margaret Wheatley once again turns to the new science of living systems to help leaders persevere in a time of great turmoil.

From the great guests to the wins in the classroom, Kelly and Sean catch up and kick off the new year together.

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Links:

• Amazon.com: Think Again: The Power of Knowing What You Don't Know eBook : Grant, Adam: Kindle Store — Organizational psychologist Adam Grant is an expert on opening other people's minds--and our own. As Wharton's top-rated professor and the bestselling author of Originals and Give and Take, he makes it one of his guiding principles to argue like he's right but listen like he's wrong. With bold ideas and rigorous evidence, he investigates how we can embrace the joy of being wrong, bring nuance to charged conversations, and build schools, workplaces, and communities of lifelong learners.
• Amazon.com: Terraform: Up & Running: Writing Infrastructure as Code: 9781492046905: Brikman, Yevgeniy: Books — Terraform has become a key player in the DevOps world for defining, launching, and managing infrastructure as code (IaC) across a variety of cloud and virtualization platforms, including AWS, Google Cloud, Azure, and more. This hands-on second edition, expanded and thoroughly updated for Terraform version 0.12 and beyond, shows you the fastest way to get up and running.
• The Marvelous Mrs. Maisel (TV Series 2017– ) - IMDb — A housewife in 1958 decides to become a stand-up comic.
• Amazon.com: LEGO Ghostbusters ECTO-1 (10274) Building Kit; Displayable Model Car Kit for Adults; Great DIY Project, New 2021 (2,352 Pieces) : Toys & Games — This is the ultimate ECTO-1 building kit for fans of LEGO bricks and Ghostbusters looking to build their next model car or simply relax with an immersive hands-on hobby project
• Hacker News - We're two middle school teachers learning and teaching Python [audio] | Hacker News
• Teaching Python Episode 68: Learning How To Learn with Barbara Oakley — This week, Kelly & Sean chat with Barbara Oakley, author of the upcoming books Uncommon Sense Teaching and Learn Like a Pro. Together, we talk about everything from learning Russian to the ways that the brain processes information and how teachers can best help students learn.
• Teaching Python Episode 67: Mu Editor: Part 1 of the Education IDE Series — Kelly and Sean kick off part 1 of their Education IDE series with Nick Tollervey and the Mu Editor, a Python editor for beginners with modes for "pure Python," MicroPython, CircuitPython, PyGame, Flask web apps, and more.
• JoBase | Home — Welcome to JoBase JoBase is aimed at beginner coders who want to have fun making games with Python. Follow steps below to prepare your computer for JoBase.

Highlights include:

• the new AWS machine learning course we're taking,
• whether we'd rather be teachers or coders
• the new Adafruit hardware we're trying
• the Deep Composer keyboard
• equity and equitable opportunity in and out of the classroom

You can also check out the recording of the livestream on our YouTube Channel

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Links:

• Doll-E 1.0 - Kindle edition by McCloskey, Shanda. Children Kindle eBooks @ Amazon.com. — A STEM-friendly tale of a girl and the doll she upgrades to be her new friend, for fans of The Most Magnificent Thing and Rosie Revere, Engineer.
• T-Bone the Drone - Kindle edition by McCloskey, Shanda. Children Kindle eBooks @ Amazon.com. — A new tech toy brings epic trials and triumphs in this playtime adventure for fans of The Most Magnificent Thing and Iggy Peck, Architect.
• Data.WA | State of Washington Open Data Platform | Data.WA | State of Washington — Welcome to Data.WA.gov - the general purpose open data portal for the State of Washington.
• Learn computer programming | Online courses from JetBrains Academy — Try a holistic approach to learning in which you study the theory and immediately put it into practice by building working applications. Dive into Java, Python, and other programming languages in a project-based learning environment that is integrated with JetBrains IDEs.
• AWS Machine Learning Foundations Course | Udacity Free Courses — Study machine learning techniques and algorithms, programming best practices, python coding, and Amazon AI Services and Amazon AI Devices, including Amazon SageMaker and Amazon DeepComposer. The foundations course is intended to help developers of all skill levels get started with machine learning.
• Amazon.com: AWS DeepComposer – a machine learning-enabled musical keyboard for developers: Amazon Devices — AWS DeepComposer gives developers a creative way to get started with machine learning. Get hands-on, literally, with a musical keyboard and the latest machine learning techniques, designed to expand your ML skills.
• Computer Chronicles Revisited, Part 16 — The Apple Logo Programming Language - S.M. Oliva — Today, Python is probably the most popular computer programming language taught in elementary and secondary schools. (There’s even a terrific podcast, Teaching Python, on this subject.) But back in the 1980s, BASIC was the language of choice for many introductory computer classrooms. Specifically, versions of Microsoft BASIC came with many popular 8-bit microcomputers, including the Apple II and Commodore 64, which were also commonly used in schools at the time.
• Amazon.com: A Thousand Brains: A New Theory of Intelligence eBook: Hawkins, Jeff, Dawkins, Richard: Kindle Store — For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world-not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought. A Thousand Brains heralds a revolution in the understanding of intelligence. It is a big-think book, in every sense of the word.
• GitHub Copilot · Your AI pair programmer — Trained on billions of lines of public code, GitHub Copilot puts the knowledge you need at your fingertips, saving you time and helping you stay focused.
• PyBites Platform | Real World Python Exercises — Solve Real World Problems Using Python 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.
• Real-World Python: A Hacker's Guide to Solving Problems with Code: Vaughan, Lee: 9781718500624: Amazon.com: Books — Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to:
• Adafruit IO Wippersnapper DevLog #1: What IS Wippersnapper? #AdafruitIO​​ #Adafruit​ #IoT @adafruit @adafruitio « Adafruit Industries – Makers, hackers, artists, designers and engineers! — Adafruit IO Wippersnapper is a new way to create robust Internet of Things Projects without writing code. Wippersnapper is in early development and it’s not out yet.
• Adafruit FunHouse - WiFi Home Automation Development Board : ID 4985 : $34.95 : Adafruit Industries, Unique & fun DIY electronics and kits — Home is where the heart is...it's also where we keep all our electronic bits. So why not wire it up with sensors and actuators to turn our house into an electronic wonderland. Whether it's tracking the environmental temperature and humidity in your laundry room, or notifying you when someone is detected in the kitchen, to sensing when a window was left open, or logging when your cat leaves through the pet door, this board is designed to make it way easy to make WiFi-connected home automation projects.
• Adafruit Feather nRF52840 Sense : ID 4516 : $32.50 : Adafruit Industries, Unique & fun DIY electronics and kits — The Adafruit Feather Bluefruit Sense takes our popular Feather nRF52840 Express and adds a smorgasbord of sensors to make a great wireless sensor platform. This Feather microcontroller comes with Bluetooth Low Energy and native USB support featuring the nRF52840!  This Feather is an 'all-in-one' Arduino-compatible + Bluetooth Low Energy with built in USB plus battery charging. With native USB it works great with CircuitPython, too.
• EngiNerds (MAX) - Kindle edition by Lerner, Jarrett. Children Kindle eBooks @ Amazon.com. — Ken is an EngiNerd: one of a super-smart group of friends—all nerds—who have been close since kindergarten.
• Amazon.com: POWER A Nano Enhanced Wireless Controller for Nintendo Switch - Grey-Neon, Works with Nintendo Switch Lite, Bluetooth Controller, Gamepad, Compact, Smaller, Rechargeable, Portable - Nintendo Switch: Video Games — Wireless Controller with Bluetooth 5.0 Technology + compact ergonomic shell with standard sized Buttons & controls Features motion controls and mappable advanced gaming Buttons + LEDs for player number, button mapping, and low battery warning

Special Guest: John Mikton.

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Links:

• The Big Google Doc of John's Links — We asked John to compile a list of resources for teachers and this was the result. Click through to get an amazing wealth of teacher training and learning materials.
• The Learning Ideas Conference — New technologies provide us with new opportunities to create new learning experiences, leveraging research from a variety of disciplines along with imagination and creativity. The Learning Ideas Conference has been created to bring researchers, practitioners, and others together to discuss, innovate, and create.
• Learn Computer Science – JetBrains Academy — This track will guide you on your path of mastering Python, one of the much-in-demand languages in today's environment. Known for its straightforward syntax, Python is easy to learn and use, which gained this language popularity and makes its community grow every day. Most commonly, Python is used in data science, web development, and task automation.
• Page from Using Technology in Evidence-Based Teaching and Learning - Chartered College of Teaching — Explore effective research-informed ways of using technology to support teaching and learning in the classroom.
• Amazon.com: A Day in Code- Python: Learn to Code in Python through an Illustrated Story (for Kids and Beginners) eBook: Eskenas, Shari, Quintero Villafraz, Ana: Kindle Store — For kids and beginners of all ages, learning to code in the Python programming language has never been this fun...or fast! This story of an epic day describes real-life situations with Python computer programs presented next to beautiful full-page illustrations. You'll see how activities like adding toppings to a waffle breakfast and playing a game of balloon darts are described with Python programs.
• Summer Workshops - EdTechTeacher — Summer 2021 marks our 19th year of EdTechTeacher Summer Workshops. Just like you have had to adjust, so have we! This year we are offering virtual summer workshops to help you create learning environments that lead to your students’ success.
• Webinars | Resources | Jamf — Webinars from Jamf designed for teachers and IT professionals using Apple devices in the education space.
• 5 Reasons Students Today Need Innovative Learning Spaces | Emerging Education Technologies — That the future of learning and development requires around technology and innovation is a simple reality. Today, students need creative learning spaces to help them build knowledge and think like creators. With the right use of technology, learners can witness an increase in information-retaining and concentration abilities. Innovation is also likely to boost learner-centered education programs. Online projects with interesting education questions and answers will provide students the chance to build their capacity to collaborate and enhance their skills.
• The Science of Well-Being by Yale University | Coursera — In this course you will engage in a series of challenges designed to increase your own happiness and build more productive habits. As preparation for these tasks, Professor Laurie Santos reveals misconceptions about happiness, annoying features of the mind that lead us to think the way we do, and the research that can help us change. You will ultimately be prepared to successfully incorporate a specific wellness activity into your life.
• Luxembourg Tech School — As mentioned in the episode, the Luxembourg Tech School is running a hackathon on July 3. Follow them to learn more.
• Talk Python Training - Python courses and tutorials for developers - [Talk Python Training] — Learn on-demand through high quality training videos. Our videos and additional resources are available 24/7 so you can learn what you need exactly when you need it.
• AWS Scholarship - AWS Machine Learning Engineer — AWS and Udacity are collaborating to educate developers of all skill levels on machine learning concepts. We invite students 18 years of age or older who are interested in expanding their machine learning skills and expertise to enroll in the AWS Machine Learning Scholarship Program. The goal for this program is to up-level machine learning skills to all, and to cultivate the next generation of ML leaders across the world, with a focus on underrepresented groups. Through its We Power Tech Program, AWS collaborates with professional organizations that are leading initiatives to increase the diversity and talent in technical roles, including organizations like Girls In Tech and the National Society of Black Engineers.
• The International Schools Podcast — Every two weeks we discuss all aspects of technology and life in International Schools. Brought to you by AppsEvents and Acer Education.

Barbara Oakley is a professor of engineering, former Russian translater on Soviet fishing trawlers, Antarctic researcher (where she met her husband), author, MOOC creator, and so much more. Kelly and Sean talk to her about the ways that our brain learns and retains knowledge, and how we can use that mechanism to learn how to learn better.

Special Guest: Barbara Oakley.

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Links:

• Learning How to Learn: Powerful mental tools to help you master tough subjects | Coursera — This course gives you easy access to the invaluable learning techniques used by experts in art, music, literature, math, science, sports, and many other disciplines. We’ll learn about the how the brain uses two very different learning modes and how it encapsulates (“chunks”) information. We’ll also cover illusions of learning, memory techniques, dealing with procrastination, and best practices shown by research to be most effective in helping you master tough subjects.
• Mindshift: Break Through Obstacles to Learning and Discover Your Hidden Potential | Coursera — Mindshift is designed to help boost your career and life in today’s fast-paced learning environment. Whatever your age or stage, Mindshift teaches you essentials such as how to get the most out of online learning and MOOCs, how to seek out and work with mentors, the secrets to avoiding career ruts (and catastrophes) and general ruts in life, and insights such as the value of selective ignorance over general competence. We’ll provide practical insights from science about how to learn and change effectively even in maturity, and we’ll build on what you already know to take your life’s learning in fantastic new directions. This course is designed to show you how to look at what you’re learning, and your place in what’s unfolding in the society around you, so you can be what you want to be, given the real world constraints that life puts on us all. You’ll see that by using certain mental tools and insights, you can learn and do more—far more—than you might have ever dreamed!
• A Mind For Numbers: How to Excel at Math and Science (Even If You Flunked Algebra) 1, Oakley, Barbara - Amazon.com — In A Mind for Numbers, Dr. Oakley lets us in on the secrets to learning effectively—secrets that even dedicated and successful students wish they’d known earlier. Contrary to popular belief, math requires creative, as well as analytical, thinking. Most people think that there’s only one way to do a problem, when in actuality, there are often a number of different solutions—you just need the creativity to see them.
• Amazon.com: Learning How to Learn: How to Succeed in School Without Spending All Your Time Studying; A Guide for Kids and Teens eBook: Oakley, Barbara, Sejnowski, Terrence, McConville, Alistair: Kindle Store — A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying.
• Amazon.com: Mindshift: Break Through Obstacles to Learning and Discover Your Hidden Potential eBook: Oakley, Barbara: Kindle Store — At a time when we are constantly being asked to retrain and reinvent ourselves to adapt to new technologies and changing industries, this book shows us how we can uncover and develop talents we didn’t realize we had—no matter what our age or background. We’re often told to “follow our passions.” But in Mindshift, Dr. Barbara Oakley shows us how we can broaden our passions. Drawing on the latest neuroscientific insights, Dr. Oakley shepherds us past simplistic ideas of “aptitude” and “ability,” which provide only a snapshot of who we are now—with little consideration about how we can change.
• Amazon.com: A Thousand Brains: A New Theory of Intelligence eBook: Hawkins, Jeff, Dawkins, Richard: Kindle Store — A bestselling author, neuroscientist, and computer engineer unveils a theory of intelligence that will revolutionize our understanding of the brain and the future of AI. For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world-not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought. A Thousand Brains heralds a revolution in the understanding of intelligence. It is a big-think book, in every sense of the word.
• Amazon.com: Uncommon Sense Teaching: Practical Insights in Brain Science to Help Students Learn eBook: Oakley, Barbara, Rogowsky, Beth, Sejnowski, Terrence J.: Kindle Store — A groundbreaking guide to improve teaching based on the latest research in neuroscience, from the bestselling author of A Mind for Numbers. Neuroscientists and cognitive scientists have made enormous strides in understanding the brain and how we learn, but little of that insight has filtered down to the way teachers teach. Uncommon Sense Teaching applies this research to the classroom for teachers, parents, and anyone interested in improving education.
• Amazon.com: Learn Like a Pro: Science-Based Tools to Become Better at Anything eBook: PhD, Barbara Oakley, Schewe, Olav: Kindle Store — Do you spend too much time learning with disappointing results? Do you find it difficult to remember what you read? Do you put off studying because it’s boring and you’re easily distracted? This book is for you. Dr. Barbara Oakley and Olav Schewe have both struggled in the past with their learning. But they have found techniques to help them master any material. Building on insights from neuroscience and cognitive psychology, they give you a crash course to improve your ability to learn, no matter what the subject is. Through their decades of writing, teaching, and research on learning, the authors have developed deep connections with experts from a vast array of disciplines. And it’s all honed with feedback from thousands of students who have themselves gone through the trenches of learning. Successful learners gradually add tools and techniques to their mental toolbox, and they think critically about their learning to determine when and how to best use their mental tools. That allows these learners to make the best use of their brains, whether those brains seem “naturally” geared toward learning or not. This book will teach you how you can do the same.

Kelly and Sean spend the afternoon discussing the things that we've been watching and learning about this week. No guests, no specific topic. Just hang out with us and talk about all things Python, teaching, and learning.

Support Teaching Python

Links:

• US Capitol Siege, tools and data | By Patr10tic — US Capitol Attack Tools Fighting to preserve democracy in America
• Real-World Python: A Hacker's Guide to Solving Problems with Code: Vaughan, Lee: 9781718500624: Amazon.com: Books — You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more.
• Natural Language Toolkit — NLTK 3.5 documentation — NLTK is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an active discussion forum.
• Dr. Martin Luther King Jr. I have a Dream Speech - COLOR - YouTube — Experience the iconic I have a Dream Speech by Dr. Martin Luther King Jr. on August 28, 1963 in this 4K and colorized version. Thanks to the advancement in AI/artificial intelligence, old black and white film can be converted into higher resolutions and also produced into color.
• Modern APIs with FastAPI and Python Online Course - [Talk Python Training] — (The course Sean took to make a simple API for students) FastAPI is one of the most exciting new web frameworks out today. It's exciting because it leverages more of the modern Python language features than any other framework: type hints, async and await, dataclasses, and much more. If you are building an API in Python, you have many choices. But, to us, FastAPI is the clear choice going forward. And this course will teach you everything you need to know to get started. We'll build a realistic API working with live data and deploy that API to a cloud server Linux VM. In fact, you'll even see how to create proper HTML web pages to augment your API all within FastAPI.
• Raspberry Pi Pico RP2040 with Loose Headers ID: 4883 - $5.00 : Adafruit Industries, Unique & fun DIY electronics and kits — The Raspberry Pi foundation changed single-board computing when they released the Raspberry Pi computer, now they're ready to do the same for microcontrollers with the release of the brand new Raspberry Pi Pico. This low-cost microcontroller board features a powerful new chip, the RP2040, and all the fixin's to get started with embedded electronics projects at a stress-free price.
• Codye App | Dario Roa — Codye allows you to present code in more than 180 languages and 80 themes. Available on iOS, iPadOS and macOS.
• Sean's New Washing Machine: GE® 4.8 cu. ft. Capacity Smart Front Load ENERGY STAR® Steam Washer with SmartDispense™ UltraFresh Vent System with OdorBlock™ and Sanitize + Allergen - GFW650SPNSN - GE Appliances — Sean's new washing machine. There's a lot of registered trademarks in that title! Built-in WiFi Start, stop and monitor your laundry from anywhere while receiving real-time notifications and updates

Special Guests: Bob Belderbos and Julian Sequeira.

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• PyBites Platform | Real World Python Exercises — Our Pythonistas love how our platform expands their Python skills, picking up new features like ABCs, decorators, regexes, the collections module, and much much more. Once they start coding on our platform, before they know it, list comprehensions have become second nature, and they finally wrap their heads around lambdas and context managers.
• JavaScript for Kids: A Playful Introduction to Programming: Morgan, Nick: 9781593274085: Amazon.com: Books — JavaScript for Kids is a lighthearted introduction that teaches programming essentials through patient, step-by-step examples paired with funny illustrations. You’ll begin with the basics, like working with strings, arrays, and loops, and then move on to more advanced topics, like building interactivity with jQuery and drawing graphics with Canvas.
• Real-World Python: A Hacker's Guide to Solving Problems with Code: Vaughan, Lee: 9781718500624: Amazon.com: Books — You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more.
• Amazon.com: High Expectations Teaching: How We Persuade Students to Believe and Act on "Smart Is Something You Can Get" eBook: Saphier, Jon: Kindle Store — For all the productive conversation around "mindsets," what’s missing are the details of how to convince our discouraged and underperforming students that "smart is something you can get." Until now. With the publication of High-Expectations Teaching, Jon Saphier reveals once and for all evidence that the bell curve of ability is plain wrong—that ability is something that can be grown significantly if we can first help students to believe in themselves.

Special Guests: Jessica Gilbert and Roslynn Jackson.

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• High Expectations Teaching: How We Persuade Students to Believe and Act on "Smart Is Something You Can Get": Saphier, Jon: 9781506356792: Amazon.com: Books — For all the productive conversation around "mindsets," what’s missing are the details of how to convince our discouraged and underperforming students that "smart is something you can get." Until now. With the publication of High-Expectations Teaching, Jon Saphier reveals once and for all evidence that the bell curve of ability is plain wrong―that ability is something that can be grown significantly if we can first help students to believe in themselves.
• Cultivating the Skill of Figuring Things Out | Scott H Young — There’s a skill I’ve noticed some people possess which, for lack of a better term, I’ll call the ability to figure things out. Some people are really good at figuring things out. Give them an ambiguous problem and they’ll investigate, try things out, push through frustration and solve it.
• People Learn Better When They Figure Things Out For Themselves | by Thomas Oppong | Mind Cafe | Medium — We all are our own teachers for the school of life. Taking advice is not as effective as direct perception and participation — it’s one of the best ways to cultivate more of what we like about ourselves as opposed to listening to advice or gathering lessons from others.
• What Is Problem Solving? - Problem Solving Skills from MindTools.com — Having good, strong problem solving skills can make a huge difference to your career. Problems are at the center of what many people do at work every day. Whether you're solving a problem for a client (internal or external), supporting those who are solving problems, or discovering new problems to solve, the problems you face can be large or small, simple or complex, and easy or difficult.

Special Guest: Eric Matthes.

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• Python Crash Course, 2nd Edition: A Hands-On, Project-Based Introduction to Programming: Matthes, Eric: 9781593279288: Amazon.com: Books — Python Crash Course is the world's best-selling guide to the Python programming language. This fast-paced, thorough introduction to programming with Python will have you writing programs, solving problems, and making things that work in no time.
• Teaching Python Episode 33: Interview with Eric Matthes — Kelly and Sean interview Eric Matthes, author of Python Crash Course, about how he began programming, what led him to teaching, and the important lessons from Python to be learned both inside and outside of the classroom.
• Adafruit Matrix Portal Starter Kit - ADABOX 016 Essentials ID: 4812 - $69.95 : Adafruit Industries, Unique & fun DIY electronics and kits — If you missed out on AdaBox016, it's not too late for you to pick up the parts necessary to build many of the projects! It doesn't come with tissue paper or the nifty extras, but it does have all the electronic goodies you need.
• Introduction to command line · HonKit — It's exciting, right?! You'll write your first line of code in just a few minutes! :) Let us introduce you to your first new friend: the command line! The following steps will show you how to use the black window all hackers use. It might look a bit scary at first but really it's just a prompt waiting for commands from you.
• Write once. Deploy everywhere.— BeeWare — BeeWare allows you to write your app in Python and release it on multiple platforms. No need to rewrite the app in multiple programming languages. It means no issues with build tools, environments, compatibility, etc.
• PREORDER: Beyond the Basic Stuff with Python: Best Practices for Writing Clean Code: Sweigart, Al: 9781593279660: Amazon.com: Books — Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language.

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• matplotlib · PyPI — Matplotlib strives to produce publication quality 2D graphics for interactive graphing, scientific publishing, user interface development and web application servers targeting multiple user interfaces and hardcopy output formats.
• scipy · PyPI — SciPy (pronounced “Sigh Pie”) is open-source software for mathematics, science, and engineering. The SciPy library depends on NumPy, which provides convenient and fast N-dimensional array manipulation. The SciPy library is built to work with NumPy arrays, and provides many user-friendly and efficient numerical routines such as routines for numerical integration and optimization. Together, they run on all popular operating systems, are quick to install, and are free of charge. NumPy and SciPy are easy to use, but powerful enough to be depended upon by some of the world’s leading scientists and engineers. If you need to manipulate numbers on a computer and display or publish the results, give SciPy a try!
• sympy · PyPI — SymPy is a Python library for symbolic mathematics. It aims to become a full-featured computer algebra system (CAS) while keeping the code as simple as possible in order to be comprehensible and easily extensible. SymPy is written entirely in Python. It depends on mpmath, and other external libraries may be optionally for things like plotting support.
• arrow · PyPI — Arrow is a Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. It implements and updates the datetime type, plugging gaps in functionality and providing an intelligent module API that supports many common creation scenarios. Simply put, it helps you work with dates and times with fewer imports and a lot less code.
• Likert scale - Wikipedia — A Likert scale (/ˈlɪk.ərt/ LIK-ərt[1] but more commonly pronounced /ˈlaɪ.kərt/ LY-kərt[2]) is a psychometric scale commonly involved in research that employs questionnaires.
• translate · PyPI — Translate is a simple but powerful translation tool written in python with with support for multiple translation providers. By now we are integrated with Microsoft Translation API and Translated MyMemory API
• Play Rocket League® | Rocket League® - Official Site
• JMMS vs. Pine Crest Game #1 - YouTube

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• adafruit industries (@adafruit) | Twitter — adafruit industries Verified account @adafruit Electronics, community, art, learning, and sharing.
• ISTE (@iste) | Twitter — ISTE @iste Dreaming big. Transforming teaching. Empowering learners. #ISTE19 #ISTEturns40
• Slack for Python Educators — A Slack workspace to share ideas and connect with other Python educators.
• #edtechchat hashtag on Twitter — Tweets from the weekly #edtechchat
• Support Us on Patreon — Teaching Python is creating a podcast for people who teach Python (of course) | Patreon

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• Visible Thinking
• Middle years | 11 to 16 | International Baccalaureate® - International Baccalaureate®
• Learn Better: Mastering the Skills for Success in Life, Business, and School, or, How to Become an Expert in Just About Anything: Ulrich Boser, Tom Parks: 9781543602210: Amazon.com: Books — For centuries, experts have argued that learning was about memorizing information: You're supposed to study facts, dates, and details, burn them into your memory, and then apply that knowledge at opportune times. But this approach to learning isn’t nearly enough for the world that we live in today, and in Learn Better journalist and education researcher Ulrich Boser demonstrates that how we learn can matter just as much as what we learn.
• Welcome | Barbara Oakley
• Sean and Kelly’s Genetics Repo