MIT Deep Learning Course 6.S191

Source: Deep Learning on Medium

There is a great Deep Learning Free Course by MIT conducted by Alexander Amini and Ava Soleimany:

6.S191: Introduction to Deep Learning

MIT’s official introductory course on deep learning methods with applications to machine translation, image recognition, game playing, and more. Students will gain foundational knowledge of deep learning algorithms and get practical experience in building neural networks in TensorFlow.

The course concludes with project proposals with feedback from staff and panel of industry sponsors.

Prerequisites assume elementary calculus (i.e. taking derivatives and applying the chain rule) and linear algebra (i.e. matrix multiplication), we’ll try to explain everything else along the way! Experience in Python is helpful but not necessary.

The lectures are hosted on Youtube:

The lecture slides are available on website