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
Course website: IntroToDeepLearning.com
Lecturers: Alexander Amini and Ava Soleimany
Find all my notes for this course in the ML Course Notes repo.
Please note that this is a rough draft of the notes, so you might find mistakes. The visuals and equations are directly obtained from the original slides which you can find on the course website. All of the credit goes to the lecturers. I simply hope that the notes serve as accompanying study material. The lecturers use TensorFlow but I will try my best to convert all codes to PyTorch.
Topics:
What is Deep Learning?
The relationship between AI, ML, and deep learning.
Why Deep Learning?