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Machine Learning Basics 1:42:21
Statistics for Machine Learning 53.39
Linear Algebra for Machine Learning 57.45
Optimization for machine learning 34:52
Introduction - Foundations of Machine Learning in Python 35:24
Rationalism vs Empiricism 1:13:45
The Cognitive Revolution, New AI, and Living Machines 2:24:35
Learning Systems 1:00:42
Behaviorism and Challenges to Behaviorism 1:19:08
The Mind/Brain/Behavior Cycle 1:02:34

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