UIUC CS412 Summer 2017 - Introduction to Data Warehouse and Data Mining

Week# Date (M/T/R) Lecture# Topic
1 05-30-17 (T) 1 Class Outline/Chapter 1: Introduction [pdf Summer'17] [pdf Fall'16] [notes]
1 06-01-17 (R) 2 Chapter 2: Know Your Data [pdf Summer'17] [pdf Fall'16] [notes]
2 06-05-17 (M) 3 Chapter 2: Know Your Data (cont.) (Assignment 1 Released)
2 06-06-17 (T) 4 Chapter 3: Data Preprocessing [pdf Summer'17] [pdf Fall'16] [notes]
2 06-08-17 (R) 5 Chapter 3: Data Preprocessing (cont.)
3 06-12-17 (M) 6 Chapter 3: Data Preprocessing/ Chapter 4: Data Warehousing & OLAP [pdf Summer'17] [pdf Fall'16] [notes]
3 06-13-17 (T) 7 Chapter 4: Data Warehousing & OLAP (cont.)
3 06-15-17 (R) 8 Chapter 5: Data Cube Technology (Assignment 1 Due/Assignment 2 Released) [pdf Summer'17] [pdf Fall'16] [notes]
4 06-19-17 (M) 9 Chapter 5: Data Cube Technology (cont.)
4 06-20-17 (T) 10 Chapter 6: Mining Frequent Patterns and Associations: Basic Concepts [pdf Summer'17] [pdf Fall'16] [notes]
4 06-22-17 (R) 11 Chapter 6: Mining Frequent Patterns and Associations: Basic Concepts (cont.)
5 06-26-17 (M) 12 Chapter 6: Mining Frequent Patterns and Associations: Basic Concepts (cont.)
5 06-27-17 (T) 13 Chapter 7: Mining Frequent Patterns, Associations: Advanced Methods (Assignment 2 Due/Programming Assignment 3 Released) [pdf Summer'17] [pdf Fall'16] [notes]
5 06-29-17 (R) 14 Chapter 7: Mining Frequent Patterns, Associations: Advanced Methods (cont.)
6 07-03-17 (M) 15 Chapter 7: Mining Frequent Patterns, Associations: Advanced Methods (cont.) [Additional Materials]
6 07-04-17 (T) - Holiday [A Sample Midterm]
6 07-06-17 (R) 16 Midterm Exam: 11:00 a.m. - 12:30 p.m. at 0216 Siebel Center
7 07-10-17 (M) 17 Chapter 8: Classification: Basic Concepts [pdf Summer'17] [pdf Fall'16] [notes]
7 07-11-17 (T) 18 Chapter 8: Classification: Basic Concepts (cont.)
7 07-13-17 (R) 19 Chapter 8: Classification: Basic Concepts (cont.): Guest lecture by Ellen Wu: "Set Expansion using Rank Emsemble Methods"
8 07-17-17 (M) 20 Chapter 8: Classification: Basic Concepts (cont.) / Chapter 10: Cluster Analysis: Basic Concepts [pdf Summer'17] [pdf Fall'16] [notes]
8 07-18-17 (T) 21 Chapter 10: Cluster Analysis: Basic Concepts (cont.) (Programming Assignment 3 Due/Programming Assignment 4 Released)
8 07-20-17 (R) 22 Chapter 10: Cluster Analysis: Basic Concepts (cont.)
9 07-24-17 (M) 23 Chapter 10: Cluster Analysis: Basic Concepts (cont.) (Assignment 5 Released)
9 07-25-17 (T) 24 Chapter 10: Cluster Analysis: Basic Concepts (cont.)
9 07-27-17 (R) 25 Chapter 9: Classification: Advanced Methods [pdf Summer'17] [pdf Fall'16] [notes]
9 07-28-17 (F) 4th Credit Project Due
10 07-31-17 (M) 26 Chapter 9: Classification: Advanced Methods (cont.)
10 08-01-17 (T) 27 Chapter 9: Classification: Advanced Methods (cont.) [A Sample Final Exam]
10 08-03-17 (R) 28 Course Review (Chapter 1 to Chapter 10) (Programming Assignment 4 & Assignment 5 Due)
10 08-05-17 (S) Final Exam: 1:00 p.m. - 3:00 p.m. at 1404 Siebel Center