1. Giới thiệu view
2. Python for Data analysis
- Cu phap va cau truc, string: download
- List_Tuple_Set _Dictionary: download
- Numpy, matplotlib: download
- Pandas, sklearn: download
LAB 1: download
LAB 3: LIST : download SET and DICTIONARY download
LAB 4: Numpy and Pandas download
Example: statistics linear algebra visualization
3. Data preprocesing download
Gioi thieu ve machine learning (tham khao) : Introduction to ML : download
4. Regression download Demo 1: download
Demo 2: download
Logistic Regression: download
dataset: marks.csv download
Demo 3: download
5. Classification:
Naïve Bayes Classifier: download dataset: letter.txt download
Demo 1: download
6. Clustering: download
Demo 1 : download Demo 2: download
7. Association rule: download dataset: store_data.csv download
8. Dimension Reduction and Feature Selection: download