William's Data Science Blog

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  • When Code Evolves: Learning Genetic Algorithms Through a Simple Notebook

    When Code Evolves: Learning Genetic Algorithms Through a Simple Notebook

    Genetic Algorithms, GitHub, Goals, Jupyter, Kaggle, Plan, Python
    February 7, 2026

The Latest

  • Genetic Algorithms

    February 1, 2026
  • Short Post

    December 8, 2025
  • First Experiment with SHAP Visualizations

    November 9, 2025
  • Making Sense of the Black Box: A Guide to Model Explainability

    October 26, 2025
  • Data Science in the World Pt. 5: Data Science in high education

    October 12, 2025
  • Data Science in the World Pt. 4: Data Science in auto industry

    September 28, 2025
  • Trying my hand at Hyperparameter tuning with GridSearchCV

    Goals, Jupyter, Plan, Python, Random Forest, scikit-learn

    ·

    July 20, 2025
    Trying my hand at Hyperparameter tuning with GridSearchCV
  • Playing with Hyperparameter Tuning and Winsorizing

    Jupyter, Plan, Polars, Python, Random Forest, scikit-learn

    ·

    July 6, 2025
    Playing with Hyperparameter Tuning and Winsorizing
  • Analyzing the Random Forest Results

    Python, Random Forest, scikit-learn

    ·

    June 22, 2025
    Analyzing the Random Forest Results
  • Using Random Forests to analyze student performance

    GitHub, Jupyter, Kaggle, Plots, Polars, Python, Random Forest, scikit-learn

    ·

    June 8, 2025
    Using Random Forests to analyze student performance
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William's Data Science Blog

Cracking the Code: A High Schooler’s Data Science Adventure

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