Data Mining Lectures (Concept and Techniques)

Lec #	Topic	Download PPT Slides	Download PDF Slides
1	Class Outline / Chapter 1: Introduction	Chap. 1 Intro.	Chapter 1. Intro.
2	Chapter 1: Introduction	Chap. 1 Intro.	Chapter 1. Intro.
3	Chapter 2: Data Processing	Chap. 2. Data	Chapter 2. Know Your Data
4	Chapter 2: Data Preprocessing	Chap. 2. Data	Chapter 2. Know Your Data
5	Chapter 3: Data Preprocessing	Chap. 3 Preprocessing	Chapter 3. Data Preprocessing
6	Chapter 3: Data Preprocessing	Chap. 3 Preprocessing	Chapter 3. Data Preprocessing
7	Chapter 4: Data Warehousing & OLAP	Chap. 4. OLAP	Chapter 4. Data Warehousing and OLAP
8	Chapter 4: Data Warehousing & OLAP	Chap. 4. OLAP	Chapter 4. Data Warehousing and OLAP
9	Chapter 5: Data Cube Technology	Chap. 5. Cube Tech	Chapter 5. Data Cube Technology
10	Chapter 5: Data Cube Technology	Chap. 5. Cube Tech	Chapter 5. Data Cube Technology
11	Chapter 5: Data Cube Technology	Chap. 5. Cube Tech	Chapter 5. Data Cube Technology
12	Chapter 6: Mining Frequent Patterns, Association and Correlation	Chap. 6. Frequent Pattern Basic	Chapter 6. Mining Frequent Patterns and Associations: Basic Concepts
13	Chapter 6: Mining Frequent Patterns, Association and Correlation	Chap. 6. Frequent Pattern Basic	Chapter 6. Mining Frequent Patterns and Associations: Basic Concepts
14	Chapter 6: Mining Frequent Patterns, Association and Correlation	Chap. 6. Frequent Pattern Basic	Chapter 6. Mining Frequent Patterns and Associations: Basic Concepts
15	Chapter 6: Mining Frequent Patterns, Association and Correlation	Chap. 6. Frequent Pattern Basic  Chap. 7. Frequent Pattern Advanced	Chapter 7 Mining Frequent Patterns and Associations: Advanced Methods
16	Chapter 7: Mining Frequent Patterns, Association and Correlation	Chap. 7. Frequent Pattern Advanced	Chapter 7 Mining Frequent Patterns and Associations: Advanced Methods
17	Midterm Exam	Midterm Exam
18	Chapter 7: Mining Frequent Patterns, Association and Correlation	Chap. 7. Frequent Pattern Advanced	Chapter 7 Mining Frequent Patterns and Associations: Advanced Methods
19	Chapter 8: Classification & Prediction	Chap. 8. Classification: Basic	Chapter 8. Classification: Basic Concepts
20	Chapter 8: Classification & Prediction	Chap. 8. Classification: Basic	Chapter 8. Classification: Basic Concepts
21	Chapter 8: Classification & Prediction	Chap. 8. Classification: Basic	Chapter 8. Classification: Basic Concepts
22	Chapter 9: Classification & Prediction	Chap. 9. Classification: Advanced	Chapter 9. Classification: Advanced Methods
23	Chapter 9: Classification & Prediction	Chap. 9. Classification: Advanced	Chapter 9. Classification: Advanced Methods
24	Chapter 9: Classification & Prediction	Chap. 9. Classification: Advanced	Chapter 9. Classification: Advanced Methods
25	Chapter 10: Cluster Analysis	Chap. 10. Clustering: Basic	Chapter 10. Cluster analysis: Basic Concepts
26	Chapter 10: Cluster Analysis	Chap. 10. Clustering: Basic	Chapter 10. Cluster analysis: Basic Concepts
27	Chapter 11: Cluster Analysis	Chap. 11. Clustering: Advanced	Chapter 11. Cluster analysis: Advanced Methods
28	Chapter 11: Cluster Analysis	Chap. 11. Clustering: Advanced	Chapter 11. Cluster analysis: Advanced Methods
29	Chapter 11: Cluster Analysis	Chap. 11. Clustering: Advanced	Chapter 11. Cluster analysis: Advanced Methods