FoundML_course_assignments

These are the Jupyter notebooks used in the Foundations of Machine Learning courses. The video lectures are freely available at https://youtube.com/playlist?list=PLbkSohdmxoVAZ9DEHEWHjeGK7Ei-DjKHI&si=EXEN6t_kp0wx434z

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
FML1w1_Iris-decision-tree-classifier.ipynb		FML1w1_Iris-decision-tree-classifier.ipynb
FML1w2_mnist-multi-class_logit.ipynb		FML1w2_mnist-multi-class_logit.ipynb
FML1w3_Bayes.ipynb		FML1w3_Bayes.ipynb
FML1w4_learning_curve_Iris.ipynb		FML1w4_learning_curve_Iris.ipynb
FML1w5_incomplete_data.ipynb		FML1w5_incomplete_data.ipynb
FML1w6_feature_selection_extraction.ipynb		FML1w6_feature_selection_extraction.ipynb
FML1w7_clustering.ipynb		FML1w7_clustering.ipynb
FML2w1_decision_trees.ipynb		FML2w1_decision_trees.ipynb
FML2w2_linear_discrimination.ipynb		FML2w2_linear_discrimination.ipynb
FML2w3_multilayer_perceptrons.ipynb		FML2w3_multilayer_perceptrons.ipynb
FML2w4_deep_learning.ipynb		FML2w4_deep_learning.ipynb
FML2w5_cnn.ipynb		FML2w5_cnn.ipynb
FML2w6_svm.ipynb		FML2w6_svm.ipynb
FML3w1_K_means.ipynb		FML3w1_K_means.ipynb
FML3w2_Kernel.ipynb		FML3w2_Kernel.ipynb
FML3w4_RF.ipynb		FML3w4_RF.ipynb
FML3w5_CV.ipynb		FML3w5_CV.ipynb
FoundML assignments and datasets.xlsx		FoundML assignments and datasets.xlsx
README.md		README.md
chatgpt-api-python.ipynb		chatgpt-api-python.ipynb

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