- Fall 2016: UIUC CS412: Introduction to Data Warehousing and Data Mining. Substitute instructor. Taught Chapter 4 (data warehousing, OLAP, and data cube). [slides]
- Fall 2016: UIUC CS412: Introduction to Data Warehousing and Data Mining. Course project advisor. Supervised WSDM Cup 2017 Triple Scoring projects. [slides] [freebase features of person entities]
- Fall 2016: UIUC CS598: Advanced Topics in Information Retrieval. Guest lecturer. Talked about Automatic Attribute Discovey. [slides]
- Spring 2017: UIUC CS512: Data Mining: Principles and Algorithms. Guest lecturer. Talked about Data-Driven Behavioral Analytics with Networks. [I2CS Echo 360] [references]
**[New]**Summer 2017:**UIUC CS412: Introduction to Data Warehousing and Data Mining**. Instructor.

**Time:**11:00 a.m.-12:15 p.m., Monday Tuesday Thursday, May 30 to August 3, 2017**Location:**0216 Siebel Center, 201 N Goodwin Avenue, Urbana, IL 61801**Capacity:**ONL-38761 (8/50), P3-38746 + P4-38747 (full, 67+26=93/93)**TAs:**Sheng Wang [wangshengpkucn@gmail.com], Xuan Wang [xwang174@illinois.edu]**Syllabus:**[Fall 2016] [Summer 2017 (see below)]**All the slides, books, assignments, and exams were given by Dr. Jiawei Han in Fall 2016. Thanks, Jiawei!**

Week# | Date (M/T/R) | Lecture# | Topic |
---|---|---|---|

1 | 05-30-17 (T) | 1 | Class Outline/Chapter 1: Introduction [pptx] [pdf] [notes] |

1 | 06-01-17 (R) | 2 | Chapter 2: Know Your Data [pptx] [pdf] [notes] |

2 | 06-05-17 (M) | 3 | Chapter 2: Know Your Data (cont.) (Assignment 1) [assignment 1] [notes] |

2 | 06-06-17 (T) | 4 | Chapter 3: Data Preprocessing [pptx] [pdf] [notes] |

2 | 06-08-17 (R) | 5 | Chapter 3: Data Preprocessing (cont.) |

3 | 06-13-17 (M) | 6 | Chapter 3: Data Preprocessing/ Chapter 4: Data Warehousing & OLAP [pptx] [pdf] [notes] |

3 | 06-14-17 (T) | 7 | Chapter 4: Data Warehousing & OLAP (cont.) [pptx] [pdf] |

3 | 06-15-17 (R) | 8 | Chapter 5: Data Cube Technology (Assignment 1 Due/Assignment 2) [pptx] [pdf] [assignment 2] [notes] |

4 | 06-20-17 (M) | 9 | Chapter 5: Data Cube Technology (cont.) [pptx] [pdf] |

4 | 06-21-17 (T) | 10 | Chapter 6: Mining Frequent Patterns and Associations: Basic Concepts [pptx] [pdf] [notes] |

4 | 06-22-17 (R) | 11 | Chapter 6: Mining Frequent Patterns and Associations: Basic Concepts (cont.) [pptx] [pdf] |

5 | 06-27-17 (M) | 12 | Chapter 6: Mining Frequent Patterns and Associations: Basic Concepts (cont.) |

5 | 06-28-17 (T) | 13 | Chapter 7: Mining Frequent Patterns, Associations: Advanced Methods (Assignment 2 Due/Assignment 3) [pptx] [pdf] [assignment 3] [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.) [A Sample Midterm] |

6 | 07-04-17 (T) | 16 | Midterm Exam (In class: 11:00am-12:15pm, 07/04 Tuesday, 0216 Siebel Center) |

6 | 07-06-17 (R) | 17 | Chapter 7: Mining Frequent Patterns, Associations: Advanced Methods (cont.) |

7 | 07-10-17 (M) | 18 | Chapter 7: Mining Frequent Patterns, Associations: Advanced Methods (cont.) [Additional Materials] |

7 | 07-11-17 (T) | 19 | Chapter 8: Classification: Basic Concepts [pptx] [pdf] [notes] |

7 | 07-13-17 (R) | 20 | Chapter 8: Classification: Basic Concepts (cont.) |

8 | 07-17-17 (M) | 21 | Chapter 8: Classification: Basic Concepts (cont.) |

8 | 07-18-17 (T) | 22 | Chapter 8: Classification: Basic Concepts / Chapter 9: Classification: Advanced Methods (Assignment 3 Due/Assignment 4) [pptx] [pdf] [Assignment 4] |

8 | 07-20-17 (R) | 23 | Chapter 9: Classification: Advanced Methods (cont.) [pptx] [pdf] [notes] |

9 | 07-24-17 (M) | 24 | Chapter 9: Classification: Advanced Methods (cont.) (Assignment 5) [Assignment 5] |

9 | 07-25-17 (T) | 25 | Chapter 9: Classification: Advanced Methods (cont.) |

9 | 07-27-17 (R) | 26 | Chapter 10: Cluster Analysis: Basic Concepts [pptx] [pdf] [notes] |

10 | 07-31-17 (M) | 27 | Chapter 10: Cluster Analysis: Basic Concepts (cont.) |

10 | 08-01-17 (T) | 28 | Chapter 10: Cluster Analysis: Basic Concepts (cont.) [A Sample Final Exam] |

10 | 08-03-17 (R) | 29 | Chapter 10: Cluster Analysis: Basic Concepts (cont.) (Assignment 4 & 5 Due) |

10 | 08-04-17 (F) | Report Project Due and Final Exam |