Intro to Data Science

Introduction
Python Basics
EDA
Linear Models
ML Basics
Classification
- Logistic Regression
- Generative Models
Trees

Notice

Welcome
Notice
Introduction
Python Basics
Exploratory Data Analysis
Linear Models
- Model Basics
  - Implementations
- Regression Analysis
Machine Learning Basics
Classification
- Logistic Regression
- Generative Models
Tree-based Models
Communicate
- Ask

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Author

Sungkyun Cho

Published

June 12, 2025

This work © 2024 by Sungkyun Cho is licensed under CC BY-NC-SA 4.0