GitHub - snowch/ml-101: A hands-on tutorial for machine learning.

snowch / ml-101 Public

A hands-on tutorial for machine learning.

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Name		Name	Last commit message	Last commit date
Latest commit History 149 Commits
data		data
images		images
.gitignore		.gitignore
00-README-FIRST.ipynb		00-README-FIRST.ipynb
01_sans_machine_learning.ipynb		01_sans_machine_learning.ipynb
02_manual_method_issues.ipynb		02_manual_method_issues.ipynb
03_first_steps_with_machine_learning.ipynb		03_first_steps_with_machine_learning.ipynb
04_scikit_datasets.ipynb		04_scikit_datasets.ipynb
05_ML_approaches_and_algorithms.ipynb		05_ML_approaches_and_algorithms.ipynb
06_Sckit-Learn_algorithm_cheetsheet.ipynb		06_Sckit-Learn_algorithm_cheetsheet.ipynb
07_estimator_parameters.ipynb		07_estimator_parameters.ipynb
08_test_and_train_split.ipynb		08_test_and_train_split.ipynb
09_model_performance.ipynb		09_model_performance.ipynb
10_model_persistence.ipynb		10_model_persistence.ipynb
11_model_predictions.ipynb		11_model_predictions.ipynb
12_dataset_transformations.ipynb		12_dataset_transformations.ipynb
13_exploratory_data_analysis.ipynb		13_exploratory_data_analysis.ipynb
98_outro.ipynb		98_outro.ipynb
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
iris_model.joblib		iris_model.joblib