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Source Code — Python

Blackjack Counting
Simulator

The full Python source code from the Blackjack Counting video. Run Monte Carlo simulations to test card counting strategies across millions of hands.

From the creator of Tech With Nikola (67K+ subscribers, 2M+ video views)

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1

Full Monte Carlo simulation engine

Simulate millions of blackjack hands in seconds. See how each counting strategy performs over the long run with real statistical analysis.

2

Multiple counting strategies

Hi-Lo, basic strategy, and more — all implemented and ready to compare. Add your own strategies with a clean, extensible architecture.

3

Companion to the YouTube video

Every line of code is explained in the video. Download the source, follow along, and tweak the parameters to run your own experiments.

4

Just run it

Pure Python, no dependencies beyond matplotlib. One command to run: python3 blackjack_counting_analysis.py

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