GitHub - ScottySchmidt/MachineLearning: Python Data Science & ML: Creating educational videos on Kaggle Titanic competition (Top 5%) with a focus on model building, overfitting, feature engineering, and explainability. Also, predict house prices (top39%).

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 361 Commits
ABtest.ipynb		ABtest.ipynb
AccuracyGap_DecisionTree-vs-RandomForest.ipynb		AccuracyGap_DecisionTree-vs-RandomForest.ipynb
CrossValidation.ipynb		CrossValidation.ipynb
Diabetes.ipynb		Diabetes.ipynb
EnsembleLearning.ipynb		EnsembleLearning.ipynb
FeatureSelection.ipynb		FeatureSelection.ipynb
Overfit_TooFitToPredict.ipynb		Overfit_TooFitToPredict.ipynb
PredictHousePrices.ipynb		PredictHousePrices.ipynb
RandomForestTitanicNew.ipynb		RandomForestTitanicNew.ipynb
RiskAnalysis_MBA416_IllinoisStateUniversity		RiskAnalysis_MBA416_IllinoisStateUniversity
TimeSeries.ipynb		TimeSeries.ipynb
Titanic.ipynb		Titanic.ipynb
Transport.ipynb		Transport.ipynb
TransportXGB.ipynb		TransportXGB.ipynb
XGBoost.ipynb		XGBoost.ipynb
callCenter.ipynb		callCenter.ipynb
creditRisk.ipynb		creditRisk.ipynb
crossvalidation.ipynb		crossvalidation.ipynb
drugPrediction.ipynb		drugPrediction.ipynb
dtree.ipynb		dtree.ipynb
forestTop5%.ipynb		forestTop5%.ipynb
kmeanscluster.ipynb		kmeanscluster.ipynb
knnGrid.ipynb		knnGrid.ipynb
linearregression.ipynb		linearregression.ipynb
predictSales.ipynb		predictSales.ipynb
svmKnnGrid.ipynb		svmKnnGrid.ipynb
tablaeuSuperstore.ipynb		tablaeuSuperstore.ipynb
xgbTop5%.ipynb		xgbTop5%.ipynb
xgboost-final.ipynb		xgboost-final.ipynb

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Python Data Science & ML: Creating educational videos on Kaggle Titanic competition (Top 5%) with a focus on model building, overfitting, feature engineering, and explainability. Also, predict house prices (top39%).

www.youtube.com/@Scotty_Schmidt

python data-science machine-learning kaggle