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I Tested 100,000 Trading Strategies.

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I tested 131,441 trading strategy backtests across 62 strategies and 31 assets using rigorous walk-forward testing. After all the filters, only 65 survived.

The full notebook and data pipeline is available to channel members — link below:
https://www.youtube.com/channel/UC87aeHqMrlR6ED0w2SVi5nw/join

If you want to learn Python for Finance check out my website:
https:///www.pythonforfinance.info

This video breaks down:
- Why most trading strategies fail
- How overfitting destroys backtests
- What walk-forward testing actually is
- Which strategy categories held up best
- The surprising dominance of mean reversion

And what “real” edge in markets actually looks like.

Disclaimer: This video is for educational and research purposes only and should not be considered financial advice. All backtests are based on historical data, and past performance does not guarantee future results. Trading involves significant risk, including the potential loss of capital. Always do your own research before making financial decisions.


00:00 - 01:25 What actually works in Retail Trading and why its not trivial
01:25 - 02:57 Transparency on usage of AI & some self gaze (skippable)
02:57 - 04:29 Why almost EVERYTHING fails
04:29 - 05:37 The ONLY honest way to test
05:37 - 08:11 Scale of the backtest (optional)
08:11 - 09:37 The Six Filters after WF-Testing
09:37 - 13:15 What survived
13:15 - 14:43 What this ACTUALLY means
14:43 - 15:50 Play around with this yourself!
15:50 - 16:15 The point of this video
Category
Trading Strategies

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