Neural Networks for Machine Learning: A Free Online Course




The 78-video playlist above comes from a course called Neural Networks for Machine Learning, taught by Geoffrey Hinton, a computer science professor at the University of Toronto. The videos were created for a larger course taught on Coursera, which gets re-offered on a fairly regularly basis.

Neural Networks for Machine Learning will teach you about “artificial neural networks and how they’re being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc.” The courses emphasizes ” both the basic algorithms and the practical tricks needed to get them to work well.” It’s geared for an intermediate level learner – comfortable with calculus and with experience programming Python. [Get a free course on Python here.]

You can find the video playlist on YouTube. It’s also indexed in our collection of Free Computer Science courses, part of our meta collection, 1,700 Free Online Courses from Top Universities.

If you would like to get Open Culture post’s via email, please sign up for our free email newsletter here.

And if you would like to support the mission of Open Culture, consider making a donation to our site. It’s hard to rely 100% on ads, and your contributions will help us continue providing the best cultural and educational materials to learners everywhere. You can contribute through PayPal, Patreon, Venmo (@openculture) and Crypto. Thanks for your support!


by | Permalink | Comments (1) |

Support Open Culture

We’re hoping to rely on our loyal readers rather than erratic ads. To support Open Culture’s educational mission, please consider making a donation. We accept PayPal, Venmo (@openculture), Patreon and Crypto! Please find all options here. We thank you!

Comments (1)
You can skip to the end and leave a response. Pinging is currently not allowed.

Leave a Reply

Quantcast
Open Culture was founded by Dan Colman.