Week 1 - Intro / Association Rules
Learning Objectives
After today's class, you should be able to:
- Familiarize yourself with the foundational concepts of data mining and effectively navigate the course website and materials to access the syllabus, calendar, lectures, and assignments.
- Understand and apply association rule mining techniques to identify patterns, relationships, and correlations within large datasets, including the concepts of support, confidence, and lift.
Class Agenda
- Course Overview
- Introduction Slides
[5 min]Break- Association Rules Slides
Task List
- Optional Reading: Chapters 1-2 - Introduction and Overview of Data Mining
- Required Reading: Chapter 14.1 - Association Rules
- Complete and Submit HW1_Association_Rules on Canvas/Gradescope.