Lecture Videos
Lectures
Here, you can find the recordings of the lecture videos.
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Lecture 1: Introduction and DL Components
DL Components: This lecture gives a short motivating introduction to deep learning. We then go through a dummy example and learn the basic components of DL.
[link]
Lecture Notes:
Further Reads:
- Motivation: Chapter 1 - Section 1.1 of [BB]
- Review on Linear Algebra: Chapter 2 of [GYC]
- ML Components: Chapter 1 - Sections 1.2.1 to 1.2.4 of [BB]
