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Backtesting Stock Trading Strategies in Python with Zipline

2026-06-12 Science & Technology
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NeuralNine
NeuralNine
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Description

πŸ’»οΈ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ πŸ’» The Algorithm Bible Book: https://www.neuralnine.com/books/ Timestamps: (0:00) Intro (0:54) Environment Setup (4:03) Backtesting Random Trading Strategy (15:45) SMA Crossover Strategy (22:03) MACD Strategy (26:30) Yahoo Finance Data (32:45) Trading Multiple Stocks (37:37) Transaction Cost & Slippage (38:59) Outro

Top Comments (6)

@boogiman007 2026-06-12

Neat tool and concept, but this concept of backtesting single entry, exit technical indicators is too pedestrian for real world trading, where tactics and strategies are how you really make your money.

1 1 replies
@k_chinmay6841 2026-06-12

58 seconds is crazy

1
@yackzilonsaperritana6135 2026-06-12

I thought Zipline/Zipline-Reloaded was dog shit for these type of tasks. Especially with the local ingestion process when trying to backtest with your own data. Full of bugs everywhere.

1
@hamzhskeef8579 2026-06-12

talk about the future of machine learning from your own perspective, and thank you for reading ❀❀❀❀

0
@sheerazahmed5913 2026-06-14

Please sir make a video on News Feed Ranking system project pleaseπŸ™πŸ™

0
@yackzilonsaperritana6135 2026-06-12

I thought Zipline/Zipline-Reloaded was dog shit for these type of tasks. Especially with the local ingestion process when trying to backtest with your own data. Full of bugs everywhere.

0

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