William's Data Science Blog – Cracking the Code: A High Schooler’s Data Science Adventure

Skip to content

William's Data Science Blog

Blog
About

From Scratch to Streamlined: Comparing My Hand-Built Genetic Algorithm with sklearn-genetic

Genetic Algorithms, GitHub, Goals, Jupyter, Kaggle, Plan, Python

March 1, 2026

The Latest

When Code Evolves: Learning Genetic Algorithms Through a Simple Notebook

February 7, 2026
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

Using Random Forests to analyze student performance

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

·

June 8, 2025
Deep Dive Into Random Forests

Kaggle, Python, Random Forest

·

May 19, 2025
Experimenting with Model Stacking on Student Alcohol Consumption Data

Gaussian Naive Bayes, Jupyter, Linear Regression, Logistic Regression, Plots, Python, scikit-learn, Stacking Models

·

May 4, 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

1 2 3 4 5 6

William's Data Science Blog

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

Blog
About

Twenty Twenty-Five

Blog at WordPress.com.

Subscribe Subscribed
- William's Data Science Blog
- Already have a WordPress.com account? Log in now.