Introduction to Machine Learning

author: Iain Murray, School of Informatics, University of Edinburgh
published: Aug. 5, 2010,   recorded: July 2010,   views: 92076
Categories

Slides

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.
  Bibliography

 Watch videos:   (click on thumbnail to launch)

Watch Part 1
Part 1 49:14
!NOW PLAYING
Watch Part 2
Part 2 51:57
!NOW PLAYING
Watch Part 3
Part 3 1:27:21
!NOW PLAYING

Description

How can we represent data on a computer and use it to learn to perform useful tasks? This lecture reviews some simple classification and regression rules, discusses under- and over-fitting and emphasises the utility of defining objective functions for learning. There is also a short overview of Bayesian learning, and some practical tips for pre-processing and visualizing data. The lecture ends with a brief mention of unsupervised learning and related topics.

See Also:

Download slides icon Download slides: bootcamp2010_murray_iml_01.pdf (3.0 MB)


Help icon Streaming Video Help

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 Tracy Duff, May 29, 2022 at 8:30 p.m.:

Good evening guys! Each essay writer on our team provides original work, hand-crafted to your specific instructions. Our platform https://expertpaperwriter.com/educibl... understand that in order to receive a strong grade, you need a paper writer who pays attention to every detail given in your assignment instructions, whenever you ask “write my essay for me.” Covering every instruction is key to achieving the highest possible grade.

Write your own review or comment:

make sure you have javascript enabled or clear this field: