Lectures and Class Material
- Make sure you have followed the setup instructions before coming to the class!
- Introduction to reproducibility
- Terminal and bash
- 🌳 Git and GitHub 🌳
- 🐍 Introduction to Python 🐍
- 🐍 Python toolbox for data analysis 🐍
- 🐼 Data wrangling with pandas 🐼
- 💥 Classical statistics pitfalls and remedies 💊
- 🤖 Machine Learning 1: Supervised Learning 📖
- 🤖🤖 Machine Learning 2: Model selection & validation 📖📖
- 👀 Introduction to data visualization in Python 🐍
- 🐋 Containers 🐋
- Large language models