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Books

A great way to learn Data Science, Machine Learning and Deep Learning is to read a couple of books :

Neural Networks from Scratch with Python by Sentdex

About this course :

Learn from scratch with excellent youtube channel

Time to complete :
Cost : Free
Course Level : Beginner
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Mathematics for Machine Learning by Marc Peter Deisenroth, A. Aldo Faisal and Cheng Soon Ong

About this course :

Discover an excellent book about ML

Time to complete : 1 month
Cost : Free
Course Level : Intermediate
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Hands-On Machine Learning with Scikit-Learn and TensorFlow

About this course :

This book assumes that you know close to nothing about Machine Learning.

Time to complete : 1 week
Cost : $20-$30 on Amazon.
Course Level : Intermediate
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The Hundred-Page Machine Learning Book

About this course :

Read digital for free

Time to complete : 3 days
Cost : Read digital for free, buy a hard copy on Amazon for $30
Course Level : Beginner
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