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data_science_handson_ML_AI4bus_analytics_py

Notebooks for online hands on ML/AI workshops in colab

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
.gitignore		.gitignore
0_Python_Language_Fundamentals_for_ML_AI_3_21_2020.ipynb		0_Python_Language_Fundamentals_for_ML_AI_3_21_2020.ipynb
1_matplotlib_BG_edits_DRAFT_3_25_2020.ipynb		1_matplotlib_BG_edits_DRAFT_3_25_2020.ipynb
1_pandas_BG_edits_DRAFT_3_25_2020.ipynb		1_pandas_BG_edits_DRAFT_3_25_2020.ipynb
1a_linear_algebra_BG_edits_DRAFT_3_25_2020.ipynb		1a_linear_algebra_BG_edits_DRAFT_3_25_2020.ipynb
1b_numpy_BG_edits_DRAFT_3_25_2020.ipynb		1b_numpy_BG_edits_DRAFT_3_25_2020.ipynb
2_intro_to_scikit_learn_&_end_to_end_machine_learning_project.ipynb		2_intro_to_scikit_learn_&_end_to_end_machine_learning_project.ipynb
3.2. Tuning the hyper-parameters of an estimator — scikit-learn 0.22.2 documentation.pdf		3.2. Tuning the hyper-parameters of an estimator — scikit-learn 0.22.2 documentation.pdf
3_neural_nets_with_keras_ch10_BG_edits_4_10_2020.ipynb		3_neural_nets_with_keras_ch10_BG_edits_4_10_2020.ipynb
How to Tune Algorithm Parameters with Scikit-Learn.pdf		How to Tune Algorithm Parameters with Scikit-Learn.pdf
LICENSE		LICENSE
README.md		README.md
The Kernel Trick in Support Vector Classification - Towards Data Science.pdf		The Kernel Trick in Support Vector Classification - Towards Data Science.pdf
What is the kernel trick_ Why is it important_ - Grace Zhang - Medium.pdf		What is the kernel trick_ Why is it important_ - Grace Zhang - Medium.pdf
bergstra12a.pdf		bergstra12a.pdf
svm.pdf		svm.pdf