basic algorithms

Tour of Machine Learning Algorithms   – link

The Master Algorithm   – book

math

KhanAcademy:

Books

Audio (supplementary material)

deep learining

Resources

Languages & Frameworks

Resources

Checkpoint

45m/d ML

15m/d Math (KhanAcademy)

Audio

Shallow Algos 1

Resources

Consciousness

Resources

  • Philosophy of Mind: Brains, Consciousness, and Thinking Machines (Audible, TGC) audio:easy

Natural Language Processing 1

Resources

Deep NLP 1

Resources

Convolutional Neural Networks

Resources

Reinforcement Learning Intro

Resources

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