# Stefan Jansen Ml For Trading

> Machine Learning for Algorithmic Trading — complete codebase cho cuốn sách ML trading 2nd edition. 18.9K stars.

- Skill: `yanacuti1121/stefan-jansen-ml-for-trading` (Agent Skill)
- Install (CLI): `npx skillmds add yanacuti1121/stefan-jansen-ml-for-trading`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yanacuti1121/stefan-jansen-ml-for-trading/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yanacuti1121 (https://skillmd.com/u/yanacuti1121)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/yanacuti1121/stefan-jansen-ml-for-trading

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Code cho cuốn 'Machine Learning for Algorithmic Trading' 2nd edition — production-grade ML pipelines cho trading.

## Topics covered

- **Data** — alternative data, feature engineering, NLP cho finance
- **Models** — linear, tree-based, deep learning, reinforcement learning
- **Strategies** — mean-reversion, momentum, pairs trading
- **Backtesting** — Zipline, vectorbt, performance evaluation
- **NLP** — sentiment analysis, earnings call analysis

## Clone & run

```bash
git clone https://github.com/stefan-jansen/machine-learning-for-trading
cd machine-learning-for-trading
conda env create -f environment.yml
conda activate ml4t
jupyter lab
```

## Source

https://github.com/stefan-jansen/machine-learning-for-trading · ⭐18.9K