William's Data Science Blog
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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
Playing with Hyperparameter Tuning and Winsorizing
Jupyter
,
Plan
,
Polars
,
Python
,
Random Forest
,
scikit-learn
·
July 6, 2025
Analyzing the Random Forest Results
Python
,
Random Forest
,
scikit-learn
·
June 22, 2025
Using Random Forests to analyze student performance
GitHub
,
Jupyter
,
Kaggle
,
Plots
,
Polars
,
Python
,
Random Forest
,
scikit-learn
·
June 8, 2025
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