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
Data Science in the World Pt. 1: Data Science in Soccer
Data Science in Soccer
,
Data Science in the World
·
August 17, 2025
Hyperparameter tuning with RandomizedSearchCV
Beginning
,
Goals
,
Jupyter
,
Plan
,
Python
,
Random Forest
·
August 3, 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
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