Series
Engineering
3 parts, in reading order. Each one builds on the last.
- 01
The Python stack for machine learning
OCT 15 2026 · 13 min
Almost all machine learning work is done in Python, through a few dozen libraries that each exist for one kind of job.
- 02
Building models with scikit-learn
OCT 15 2026 · 15 min
scikit-learn is one interface, fit and predict, wrapped around every classical machine-learning method, plus the scaffolding that turns a model into a result…
- 03
Backtesting in Python
OCT 15 2026 · 17 min
A backtest runs a trading rule over past prices and reports what would have happened: the return, the risk, the number of trades.