Deep Learning

Learn Deep Learning from the best Deep Learning tutorials, including the most popular Deep Learning online courses, videos, books, podcasts, and blogs.

Resource type
Cost
Skill level
Certificate

Deep Learning with PyTorch

Looking for ways to learn #PyTorch_ and ML development? Get started by going through this 60 Minute Blitz tutorial. Upon completion, you'll understand what PyTorch and neural networks are, and be able to build and train a simple image classification network
Beginner
Free
blog

Modern Deep Learning in Python

This course continues where my first course, Deep Learning in Python, left off. You already know how to build an artificial neural network in Python, and you have a plug-and-play script that you can use for TensorFlow. Neural networks are one of the staples of machine learning, and they are always a top contender in Kaggle contests. If you want to improve your skills with neural networks and deep learning, this is the course for you.

Beginner
Paid
course

Deep Learning

The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is now complete and will remain available online for free.
Beginner
Paid
book

Stanford Deep Learning Tutorial

This tutorial will teach you the main ideas of Unsupervised Feature Learning and Deep Learning. By working through it, you will also get to implement several feature learning/deep learning algorithms, get to see them work for yourself, and learn how to apply/adapt these ideas to new problems.
Beginner
Paid
course