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Machine learning recipes in Python with scikit-learn, OpenCV, PyTorch, and other libraries, including classical machine learning and neural networks, based on the book "Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning", Second Edition, by Kyle Gallatin and Chris Albon published by O'Reilly Media in 2023

  • Updated Aug 21, 2026
  • Python

These examples provide an introduction to Data Science and classic Machine Learning using NumPy, pandas, Matplotlib, and scikit-learn. They are taken, with some changes, from the book "Python Data Science Handbook: Essential Tools for Working with Data", Second Edition, written by Jake VanderPlas and published by O'Reilly Media in 2023.

  • Updated Apr 8, 2025
  • Python

These examples on Interactive Data Visualization with D3.js in the web browser are compiled with some modifications from the book "Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data", Second Edition, written by Kyran Dale and published by O'Reilly Media in 2023.

  • Updated Apr 15, 2025
  • Python

Comprehensive educational repository for modern Python web development with FastAPI, Pydantic v2, Pytest, ORM with SQLAlchemy and SQLModel, asynchronous programming with asyncio, and database migrations with Alembic. Step-by-step implementation of a complete web application. Inspired by Bill Lubanovic. Extra protein. No sugar.

  • Updated Aug 13, 2026
  • Python

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