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code-workout-ml

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Name		Name	Last commit message	Last commit date
.github/workflows		.github/workflows
datasets		datasets
images		images
notebooks		notebooks
v2025		v2025
.gitignore		.gitignore
README.md		README.md
classification.ipynb		classification.ipynb
codingalzi.svg		codingalzi.svg
decision_trees.ipynb		decision_trees.ipynb
end2end_ml_project.ipynb		end2end_ml_project.ipynb
ensemble_learning.ipynb		ensemble_learning.ipynb
environment-colab-gpu.yml		environment-colab-gpu.yml
environment-cpu-latest.yml		environment-cpu-latest.yml
environment-gpu-py312.yml		environment-gpu-py312.yml
environment-pycaret.yml		environment-pycaret.yml
environment-torch-win-gpu-설치및활용법.md		environment-torch-win-gpu-설치및활용법.md
environment-torch-win-gpu.yml		environment-torch-win-gpu.yml
environment.base.yml		environment.base.yml
favicon.ico		favicon.ico
fix_notebook_ids.py		fix_notebook_ids.py
intro.ipynb		intro.ipynb
ml_and_data_analysis.ipynb		ml_and_data_analysis.ipynb
ml_probability_foundations.ipynb		ml_probability_foundations.ipynb
ml_probability_foundations_supplement.ipynb		ml_probability_foundations_supplement.ipynb
myst.yml		myst.yml
p0_lab_handson_intro.ipynb		p0_lab_handson_intro.ipynb
p0_theory_handson_intro.ipynb		p0_theory_handson_intro.ipynb
p1_lab_end2end_ml_project.ipynb		p1_lab_end2end_ml_project.ipynb
p1_project_bike_demand.ipynb		p1_project_bike_demand.ipynb
p1_theory_end2end_ml_project.ipynb		p1_theory_end2end_ml_project.ipynb
p2_lab_classification.ipynb		p2_lab_classification.ipynb
p2_project_bank_marketing.ipynb		p2_project_bank_marketing.ipynb
p2_theory_classification.ipynb		p2_theory_classification.ipynb
p3_lab_gradient_descent.ipynb		p3_lab_gradient_descent.ipynb
p3_project_california_housing.ipynb		p3_project_california_housing.ipynb
p3_theory_gradient_descent.ipynb		p3_theory_gradient_descent.ipynb
p4_lab_decision_trees_ensemble.ipynb		p4_lab_decision_trees_ensemble.ipynb
p4_project_wine_quality.ipynb		p4_project_wine_quality.ipynb
p4_theory_decision_trees_ensemble.ipynb		p4_theory_decision_trees_ensemble.ipynb
pca.ipynb		pca.ipynb
svm.ipynb		svm.ipynb
training_models.ipynb		training_models.ipynb
unsupervised_learning.ipynb		unsupervised_learning.ipynb

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