Math And NumPy Fundamentals For Deep Learning 

We'll cover the basics of linear algebra and calculus for deep learning. We'll use NumPy, a Python framework for working with arrays, to implement the concepts.
Follow along with code and written explanations here - github.com/VikParuchuri/zero_...
Chapters
00:00 Introduction
02:09 Plotting a Vector
16:10 Linear Regression
18:51 Matrix Multiplication
34:58 Broadcasting
38:18 Derivatives
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