Deep Learning

author: Ruslan Salakhutdinov, Department of Statistical Sciences, University of Toronto
published: Sept. 13, 2015,   recorded: August 2015,   views: 32669


Related Open Educational Resources

Related content

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Lecture popularity: You need to login to cast your vote.

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Reviews and comments:

Comment1 Shekhar Rudrabhatla, May 27, 2016 at 3:52 p.m.:

I liked the presentation on Introduction to Machine Learning. Thank you.
I am planning to use this concept to solve a real-world problem. I'd like to count and classify vehicles on road on real time basis. A video feed of vehicle traffic will be captured using a camera. ML will be used to count vehicles and classify them into various fixed categories - bikes, cars, SUV, mini bus, truck and bus.

Since it is a supervised learning, I guess it is easier than other areas of ML. What will be the effort involved and how much of training is required to get an accuracy > 95%? I'd appreciate your comments/thoughts about this idea. I do have videos of vehicle traffic captured and I can share them with you, if interested.

Thank you for your time to read and respond to my query.


Comment2 vedant, January 25, 2019 at 8:23 a.m.:

Thank you so much for the making this site.

Comment3 vedant, January 25, 2019 at 8:24 a.m.:

Thank you so much for the making this site for the user and now all user can play this game.

Comment4 David Schmitt, June 21, 2020 at 5:38 p.m.:

To be yourself in a world that is constantly trying to make you something else is the greatest accomplishment.

Comment5 henryoven, June 21, 2020 at 5:40 p.m.:

Without music, life would be a mistake.

Comment6 Audreyy jones, January 4, 2021 at 3:43 a.m.:

extremely useful lesson. thank you very much!

Write your own review or comment:

make sure you have javascript enabled or clear this field: