Hands on Machine Learning (HOML)-Notes

Notebooks contain the explanation of ML concept (from the book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition ) along with the code from handson-ml2 official repo that can be read and executed on the same notebook.

Feel free to fork and update the contents if you find any mistakes or incomplete information or if you want to contribute new chapters.

1st chapter is not included
Theories are not included from chapter 2.
Completed up to first part of the book (8 chapters), Neural Networks chapters still to be done

Note: Single image may repeat in GitHub preview but will show correctly after cloning on local.

Name		Name	Last commit message	Last commit date
Latest commit History 235 Commits
datasets/housing		datasets/housing
images		images
.gitignore		.gitignore
2_Housing.ipynb		2_Housing.ipynb
3_MNIST.ipynb		3_MNIST.ipynb
4_Training_Models.ipynb		4_Training_Models.ipynb
5_Support_Vector_Machines.ipynb		5_Support_Vector_Machines.ipynb
6_Decision_Trees.ipynb		6_Decision_Trees.ipynb
7_Ensemble_Learning_and_Random_Forests.ipynb		7_Ensemble_Learning_and_Random_Forests.ipynb
8_Dimensionality_Reduction.ipynb		8_Dimensionality_Reduction.ipynb
9_Unsupervised_Learning_Techniques.ipynb		9_Unsupervised_Learning_Techniques.ipynb
README.md		README.md
iris_tree.dot		iris_tree.dot

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