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How I Learned To Stop Worrying And Love Stochastic Gradient Descent
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Chapter 1.0: Introduction
Chapter 1.0: Introduction
Why Do We Care About AI and Deep Learning?
Nikhil Cheerla
Aug 28, 2017
1.1: Course Overview + Setup
Nikhil Cheerla
1.2: Models, Goals, and Learning
Nikhil Cheerla
Chapter 2.0: Regression
Chapter 2.0: Regression
Curve-Fitting With Stochastic Gradient Descent
Nikhil Cheerla
Aug 28, 2017
2.1: Linear Regression Using SGD
Nikhil Cheerla
2.2: A Brief Introduction To PyTorch
Nikhil Cheerla
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