Lectures

Videos will appear under the course folder in our new Panopto server:

Panopto - Data Mining

This is provided on "as is" basis and there is no guarantee that all lectures will be available...

Lecture slides:

• Lecture 01 - Feb 13 - Course organisation and introduction to DM as a process
  • PDF and 6up, video
• Lecture 02 - Feb 20 - Frequent Itemsets and Association Rules
  • PDF and 6up
• Lecture 03 - Feb 27 - Frequent Itemsets and Association Rules, "Interestingness"
  • PDF and 6up, (video)
• Lecture 04 - Mar 06,13 - Preprocessing and Descriptive Statistics
  • PDF and 6up,
• Lecture 05 - Mar 13, 20, 27 - Clustering
  • PDF and 6up
• Lecture 06 - Apr 3, 10 - Machine Learning
  • PDF and 6up
  • Videos on Panopto server
• Lecture 07 - Apr 18 - Guest Lecture - Andre Karpištšenko, Marinexplore (http://marinexplore.com/)
• Lecture 08 - Apr 24 - Machine Learning
  • PDF - slight changes
• Lecture 09 - May 8 - Social Network Analysis
  • PDF
• Lecture 10 - May 15 - OLAP, Data Cube, Business Intelligence.
  • PDF and 6up
• Lecture 11 - May 22 - Basics of Hidden Markov Models.
  • PDF, video