การเขียนโปรแกรมภาษาไพธอนสำหรับวิทยาการข้อมูล – 2020
Contents
- Exploratory data analysis
- Building a predictive model
- Classification problem
- Clustering problem
- Workshop – Text Classification
Download: pdf
Github: https://github.com/mrolarik/data-science-tutorial
Notebook
- Handbook
- Exploratory Data Analysis (EDA)
- Linear Regression
- Decision Tree
- Support Vector Machine
- Multilayer Perceptron
- Feature Selection
- Cross-Validation
- Supervised Learning
- Workshop: Text Classification
