GitHub - marvinko/applied-ml-foundations: notebooks with machine learning models applied on the titanic dataset from Kaggle.

marvinko / applied-ml-foundations Public

notebooks with machine learning models applied on the titanic dataset from Kaggle.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.gitignore		.gitignore
2.1 Applied Machine Learning Foundations.ipynb		2.1 Applied Machine Learning Foundations.ipynb
2.2 Applied Machine Learning Data Cleaning.ipynb		2.2 Applied Machine Learning Data Cleaning.ipynb
2.3 Catergorical Features.ipynb		2.3 Catergorical Features.ipynb
2.4 Categorical Data cleaning.ipynb		2.4 Categorical Data cleaning.ipynb
3.1 Split data.ipynb		3.1 Split data.ipynb
Pipeline Clean categorical.ipynb		Pipeline Clean categorical.ipynb
Pipeline Clean continuous features.ipynb		Pipeline Clean continuous features.ipynb
Pipeline Fit a basic model.ipynb		Pipeline Fit a basic model.ipynb
Pipeline Hyperparameter tuning.ipynb		Pipeline Hyperparameter tuning.ipynb
Pipeline Split data.ipynb		Pipeline Split data.ipynb
Pipeline evaluation on models.ipynb		Pipeline evaluation on models.ipynb
gender_submission.csv		gender_submission.csv
requirements.txt		requirements.txt
test.csv		test.csv
test_features.csv		test_features.csv
test_labels.csv		test_labels.csv
titanic_cleaned.csv		titanic_cleaned.csv
train.csv		train.csv
train_features.csv		train_features.csv
train_labels.csv		train_labels.csv
val_features.csv		val_features.csv
val_labels.csv		val_labels.csv