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Our recommended resources for applied machine learning, with a particular emphasis on neural networks and software engineering.

Many of these course take you from beginner to state of the art and most are free.


Recommended courses:

Practical Deep Learning for Coders



Karpathy: Neural Networks Zero to Hero


Deep Learning Part 2: Cutting Edge Deep Learning for Coders

  • Coursera – Machine Learning

Machine Learning with Andrew Ng

  • Udacity – Intro to machine learning

Intro to Machine Learning

  • Stanford Stats 385 course

  • David Silvers Reinforcement Learning

and the 2015 version:

  • Stanford University CS231n, Spring 2017

  • Stanford University CS224n: Natural Language Processing with Deep Learning

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