ISTDBM2 - 3 ECTS - 4th Edition
This course introduces the basics notions of datamining. It surveys techniques for data preprocessing, i.e., cleansing, integration, data reduction. Then, it jumps into foundational aspects of data mining like: Frequent Patterns mining, classification, clustering, outliers detection. The course examination consists of both a project and an exam with open and multiple choice questions and exercises.
| Topic | Day | Date | From | To | Material | Comment | |
|---|---|---|---|---|---|---|---|
|
Introduction to Data and Data Mining |
📓 |
Monday |
2024/11/04 |
8:00 |
10:00 |
skip part on data viz |
|
|
Data Pre Processing |
📓 |
Friday |
2024/11/08 |
8:00 |
10:00 |
||
|
Frequent Patterns |
📓 |
Thursday |
2024/11/14 |
10:00 |
12:00 |
||
|
Clustering |
📓 |
Tuesday |
2024/11/19 |
8:00 |
10:00 |
||
|
Classification |
📓 |
Tuesday |
2024/11/19 |
10:00 |
12:00 |
||
|
Project Work |
🖐 |
Friday |
2024/11/22 |
8:00 |
10:00 |
||
|
Project Work |
🖐 |
Friday |
2024/11/29 |
10:00 |
12:00 |
||
|
Exam |
Exam |
Tuesday |
2024/12/03 |
16:00 |
18:00 |
||
|
Projects Presentations |
Exam |
Thursday |
2024/12/05 |
10:00 |
12:00 |
||
|
Projects Presentations |
Exam |
Thursday |
2024/12/05 |
14:00 |
16:00 |
NB: The course schedule can be subject to changes!