Collection of projects by Aurélien Geron.
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Hands On Machine Learning
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and ...
scikit-learn tensorflow keras tutorial
Introduction to Differential Calculus
Introduces differential calculus: derivatives, partial derivatives and gradients.
differential-calculus math linear-algebra tutorial
Julia for Pythonistas
Julia looks and feels a lot like Python, only much faster. It's dynamic, expressive, extensible, with batteries included, in particular for Data Science.
julia python tutorial notebook
Tools - matplotlib
This notebook demonstrates how to use the matplotlib library to plot beautiful graphs.
matplotlib visualization tutorial code
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Author of the book Hands-On Machine Learning with Scikit-Learn and TensorFlow. Former PM of YouTube video classification and founder & CTO of a telco operator.
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