Deep Learning

Introduction and Overview of DL as done in 11-785 IDL and 16720 Computer Vision class

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Table of contents

• ML Basics
• Deep Learning Starter
• MLPs (IDL1)
• Classifiers (IDL2)
• Optimizers and Regularizers (IDL3)
• Intro to CNNs
• Lessons Learnt 1