AI-ML-Unit-2

    Course Material for Artificial Intelligence and Machine Learning - Unit 2 @ Computer Science Dept, Sapienza

    Language: css

    Author: GitHub Repos (@github-repos)

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    • 04_pca_svd_high_dim.css (css)
    • AA2425 ()
    • course ()
    • 01_introduction ()
    • 02_math_recap_linear_algebra ()
    • AA2122 ()
    • AA2223 ()
    • course ()
    • 01_introduction ()
    • 02_math_recap_linear_algebra ()
    • 03_math_recap_eig_pca_3dmm ()
    • 04_pca_svd_high_dim ()
    • 05_clustering_kmeans ()
    • 06_clustering_gaussian_MLE ()
    • 07_clustering_GMM ()
    • 08_supervised_learning_knn ()
    • 09_decision_trees ()
    • 10_model_selection_crossvalid ()
    • 11_regression_lsq_poly ()
    • 13_perceptron_logistic_reg ()
    • 14_neural_nets_backprop ()
    • 15_backprop_jacobians ()
    • AA2324 ()
    • course ()
    • 01_introduction ()
    • 02_math_recap_linear_algebra ()
    • 03_math_recap_eig_pca_3dmm ()
    • 04_pca_svd_high_dim ()
    • 05_clustering_kmeans ()
    • 06_clustering_gaussian_MLE ()
    • 07_clustering_GMM ()
    • 08_supervised_learning_knn ()
    • 09_decision_trees ()
    • 10_model_selection_crossvalid ()
    • 11_regression_lsq_poly ()
    • 13_perceptron_logistic_reg ()
    • 14_neural_nets_backprop ()
    • 15_backprop_jacobians ()
    • 03_math_recap_eig_pca_3dmm ()
    • 04_pca_svd_high_dim ()
    • 05_clustering_kmeans ()
    • 06_clustering_gaussian_MLE ()
    • 07_clustering_GMM ()
    • 08_supervised_learning_knn ()
    • 09_decision_trees ()
    • 10_model_selection_crossvalid ()
    • exams.md (markdown)
    • 09_decision_trees.css (css)
    • exams.md (markdown)
    • 10_model_selection_crossvalid.css (css)
    • 07_clustering_GMM.css (css)
    • 11_regression_lsq_poly.css (css)
    • logistics.md (markdown)
    • material.md (markdown)
    • exams.md (markdown)
    • 02_math_recap_linear_algebra.css (css)
    • 01_introduction.css (css)
    • 07_clustering_GMM.css (css)
    • 03_math_recap_eig_pca_3dmm.css (css)
    • 06_clustering_gaussian_MLE.css (css)
    • 05_clustering_kmeans.css (css)
    • ML.md (markdown)
    • 02_math_recap_linear_algebra.css (css)
    • 04_pca_svd_high_dim.css (css)
    • 08_supervised_learning_knn.css (css)
    • 07_clustering_GMM.css (css)
    • 13_perceptron_logistic_reg.css (css)
    • 03_math_recap_eig_pca_3dmm.css (css)
    • logistics.md (markdown)
    • 09_decision_trees.css (css)
    • ATTRIBUTION.md (markdown)
    • 08_supervised_learning_knn.css (css)
    • 03_math_recap_eig_pca_3dmm.css (css)
    • logistics.md (markdown)
    • 10_model_selection_crossvalid.css (css)
    • export.sh (bash)
    • 13_perceptron_logistic_reg.css (css)
    • 04_pca_svd_high_dim.css (css)
    • 09_decision_trees.css (css)
    • 01_introduction.css (css)
    • 15_backprop_jacobians.css (css)
    • 08_supervised_learning_knn.css (css)
    • 06_clustering_gaussian_MLE.css (css)
    • 05_clustering_kmeans.css (css)
    • 15_backprop_jacobians.css (css)
    • 05_clustering_kmeans.css (css)
    • 14_neural_nets_backprop.css (css)
    • 10_model_selection_crossvalid.css (css)
    • 01_introduction.css (css)
    • material.md (markdown)
    • material.md (markdown)
    • 11_regression_lsq_poly.css (css)
    • 06_clustering_gaussian_MLE.css (css)
    • 02_math_recap_linear_algebra.css (css)
    • 14_neural_nets_backprop.css (css)
    • 01_introduction.md (markdown)
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    Course Material for Artificial Intelligence and Machine Learning - Unit 2 @ Computer Science Dept, Sapienza

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    Created Mar 1, 2026