William's Data Science Blog

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    Genetic Algorithms, Goals, Plan
    December 8, 2025

The Latest

  • 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
  • Data Science in the World Pt. 3: Data Science in Finance

    September 14, 2025
  • Data Science in the World Pt. 2: Data Science in Drug Research

    August 31, 2025
  • Exploring the Impact of Alcohol Consumption on Student Grades with Gaussian Naive Bayes

    Gaussian Naive Bayes, GitHub, Jupyter, Polars, Python, scikit-learn, Services, Tools

    ·

    April 13, 2025
    Exploring the Impact of Alcohol Consumption on Student Grades with Gaussian Naive Bayes
  • Leveraging Scikit-Learn and Polars to Test a Naive Bayes Classifier

    Gaussian Naive Bayes, GitHub, Jupyter, Polars, Python, scikit-learn

    ·

    March 9, 2025
    Leveraging Scikit-Learn and Polars to Test a Naive Bayes Classifier
  • What I learned about the Gaussian Naive Bayes Classifier

    Gaussian Naive Bayes, GitHub, Jupyter, Polars, Python

    ·

    February 20, 2025
    What I learned about the Gaussian Naive Bayes Classifier
  • Initial Tool Selection and Setup

    Jupyter, Python, Services, Setup, Tools

    ·

    February 16, 2025
    Initial Tool Selection and Setup
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