In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months” curriculum check out this video: http://aitu.be/Siraj3
We are onto the 3rd month of the curriculum and this month is focused on a popular subset of Machine Learning: Deep Learning. Deep Learning is a powerful aspect of Machine Learning that is inspired by the brain and uses neural network constructs combined with large amounts of data.
This week features the “Intro to Deep Learning Playlist” by Siraj himself. The playlist is 34 videos long and a variety of Deep Learning models are explained with example code and implementations. For the hardcore students I recommend the book “Deep Learning” by Ian Goodfellow, Yoshua Bengio and Aaron Courville. This book is an excellent primer on Deep Learning. You can read the book online here or you can order the book here.
Month 3: Deep Learning
Week 1: Intro to Deep Learning
Week 2: Deep Learning by fast.ai
Week 3-4: Deep Learning Projects
For the full curriculum check out Siraj Raval’s Github: https://github.com/llSourcell/Learn_Machine_Learning_in_3_Months