Course: MIT 6.S191: Introduction to Deep Learning
Video Lecture: https://www.youtube.com/watch?v=7sB052Pz0sQ&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=1&ab_channel=AlexanderAmini
Lecturers: Alexander Amini and Ava Soleimany
Topics:
What is Deep Learning?
The relationship between AI, ML, and deep learning.
Why Deep Learning?
Typical or classical ML require hand-engineering of features, which could be time consuming, brittle, and more challenging to scale in practice.
With deep learning, features are learned automatically in a hierarchical manner.