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Free Data Engineering course!
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
The fastai book, published as Jupyter Notebooks
Learn OpenCV : C++ and Python Examples
Data and code behind the articles and graphics at FiveThirtyEight
A collection of various deep learning architectures, models, and tips
Companion webpage to the book "Mathematics For Machine Learning"
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Repo for the Deep Reinforcement Learning Nanodegree program
The "Python Machine Learning (3rd edition)" book code repository
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Text and supporting code for Think Stats, 2nd Edition
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Machine Learning University: Accelerated Natural Language Processing Class
All notes and materials for the CS229: Machine Learning course by Stanford University
Notebooks about Bayesian methods for machine learning
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Machine Learning University: Accelerated Computer Vision Class
Python Deep Dive Course - Accompanying Materials
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
Personal Data Engineering Projects
Simple but useful Python web scraping tutorial code.