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CS 490/590 - Intro to Neural Networks and Deep Learning

2024 Spring

An introduction to the basic ideas and techniques underlying deep neural networks and machine learning.


Table of contents

  1. UNIT 1: Introduction to Deep Learning and Machine Learning
  2. UNIT 2: Fundamentals of Neural Networks
  3. UNIT 3: Applications of Deep Learning

Tentative schedule is provided below – assignments dates and lectures will be updated as the course progresses.

UNIT 1: Introduction to Deep Learning and Machine Learning

UNIT 2: Fundamentals of Neural Networks

WEEK 9
SPRING BREAK

UNIT 3: Applications of Deep Learning