# This tutorial shows some of the features of *backtesting.py*, a Python framework for [backtesting](https://www.investopedia.com/terms/b/backtesting.asp) trading ...

The financial markets in 2025 demand a new level of sophistication: AI-Driven Markets - Institutional players now use advanced ML models. This system levels the playing field with AI Agent integration ...

95% of people who use AI to predict stock prices fall into the same trap. It is because they do not know why backtest results look surprisingly wonderful. Is your model truly learning market patterns, ...

Key Takeaways Professional traders most commonly run 4 to 6 monitors - active day traders tend to use 4-6 screens, while ...

CEO@Radiotext - All-terrain texting radios for 3 billion people out of cellphone coverage ...

Why it matters: when regimes shift, point estimates from a single backtest can understate variance and produce false confidence. Ensembles from probabilistic partitions quantify dispersion in ...