Data Mining

Hello, I am the module leader for the Data Mining module, that is part of the MSc Artificial Intelligence course. I will be delivering the module’s lectures and labs. This page shows the tentative schedule for the module.

Most of the content is based on the Book “Introduction to Data Mining” Second Edition by Tan, Steinbach, Karpatne and Kumar.

DayTopics
1Data Mining Basics
2Data Preprocessing
3Feature Selection
4Similarity, Distance and Clustering
5Classification
6Text Analytics
7Feature Extraction
8Deep Learning
9NLP with Deep Learning
10Datasets and other resources

Module Delivery

  • Recommended text book: Introduction to Data Mining
  • Slides: PPT slides will be available.
  • Slides with recordings: Short versions of the slides with recordings for every lesson
  • Labs: In MATLAB and/or Python.
  • Weekly lab activities: In your preferred programming language
  • Live discussion sessions