Python Projects

This github repository holds references for, and scripts resulting from, various Python projects

Creators of Python Knowledge

• Dr. Chuck's Python for Everbody

Text Editors and Integrated Development Environments (IDEs)

• Atom - Official sunset on December 15, 2022

• Mu

• Vim

• Anaconda

• Anaconda Online

• Google Colab

• Google Project IDX

• Visual Studio Code for the Web

AI (Artificial Intelligence) - It is possible that we are not alone ...

• Anthropic Claude

• ChatGPT

• Cohere RAG

• Google Gemini

• Google PaLM2

• Hugging Face Blog

• Mistral Le Chat

• Perplexity AI

Software Agents

• Frameworks with: agents, tasks, & tools - Wiki

• AI Data Agent with Gemini API | Build with Google AI

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YouTube Videos

• Vim in 100 Seconds - Fireship

• Python in 100 Seconds - Fireship

• Python for IT Beginners | Google IT Support Certificate

• 100+ Docker Concepts you Need to Know - Fireship

Books

• Python Crash Course - Eric Matthes

• Learn to Code by Solving Problems - Daniel Zingaro

• Mission Python - Sean McManus

• Python Playground - Mahesh Venkitachalam

• Impractical Python Projects - Lee Vaughan

• Real World Python - Lee Vaughan

• The Big Book of Small Python Projects - Al Sweigart

• Automate the Boring Stuff with Python - Al Sweigart

• Cracking Codes with Python - Al Sweigart

• Math Adventures with Python - Peter Farrell

• Doing Math with Python - Amit Saha

• Linear Algebra Coding with Python - Hyun-Seok Son

• Calculus Story I with Python - Hyun-Seok Son

• Modeling and Simulation in Python - Allen B. Downey

• Python Programming and Numerical Methods: A Guide For Engineers and Scientists - Kong, et al

• Hardcore Programming for Mechanical Engineers - Angel Sola Orbaiceta

• Foundations for Analytics with Python - Clinton W. Brownley

• Mathematical Foundations for Data Analysis - Jeff M. Phillips

• Data Science from Scratch by Joel Grus

• Dive Into Data Science - Bradford Tuckfield

• Python for Data Science: A Hands-On Introduction Book - Yuli Vasiliev

• Pandas 1.x Cookbook, 2nd Edition, by M. Harrison and T. Petrou

• Data Visualization with Python and JavaScript, 2nd Edition - Kyran Dale

• Bayesian Statistics The Fun Way - Will Kurt

• Think Bayes: Bayesian Statistics in Python, 2nd Edition - Allen B. Downey

• Bayesian Analysis with Python, 2nd Edition, by Osvaldo Martin

• Bayesian Methods for Hackers, by Cam Davidson Pilon

• Object-Oriented Python - Irv Kalb

• The Recursive Book of Recursion - Al Sweigart

• Diving Into Algorithms - Bradford Tuckfield

• Genetic Algorithms with Python - Clinton Sheppard

• Tree-Based Machine Learning Algorithms - Clinton Sheppard

• Math for Deep Learning - Ronald T. Kneusel

• Practical Deep Learning - Ronald T. Kneusel

License

• MIT