Folder Path

/05_consolidacao_(consolidation)/aa/resumos_(lecture_notes)/

0 directories 22 files 93 MiB total

	Name	Size	Modified
	Up
	00_lecture_notes 2.docx	1018 KiB	02/17/2023 11:56:03 PM +00:00
	00_lecture_notes.pdf	43 MiB	03/19/2023 07:42:07 AM +00:00
	01_introduction_and_course_overview.pdf	2.2 MiB	03/19/2023 07:42:07 AM +00:00
	02_introduction_to_supervised_learning.pdf	2.5 MiB	03/19/2023 07:42:07 AM +00:00
	03_overfitting_in_linear_regression.pdf	1.8 MiB	03/19/2023 07:42:07 AM +00:00
	04_logistic_regression.pdf	2.0 MiB	03/19/2023 07:42:07 AM +00:00
	05_overfitting_logistic_regression.pdf	5.9 MiB	03/19/2023 07:42:08 AM +00:00
	06_lazy_learning.pdf	1.6 MiB	03/19/2023 07:42:07 AM +00:00
	07_naive_bayes.pdf	5.5 MiB	03/19/2023 07:42:08 AM +00:00
	08_multi_layer_perceptron.pdf	1.4 MiB	03/19/2023 07:42:07 AM +00:00
	09_support_vector_machines_(part_1).pdf	4.7 MiB	03/19/2023 07:42:08 AM +00:00
	10_support_vector_machines_(part_2).pdf	2.6 MiB	03/19/2023 07:42:08 AM +00:00
	11_multiclass_and_bias_variance_decomposition.pdf	1.7 MiB	03/19/2023 07:42:07 AM +00:00
	12_ensemble_methods.pdf	2.4 MiB	03/19/2023 07:42:07 AM +00:00
	13_probably_approximately_correct_learning.pdf	533 KiB	03/19/2023 07:42:08 AM +00:00
	14_decision.pdf	532 KiB	03/19/2023 07:42:08 AM +00:00
	15_introduction_to_unsupervised_learning.pdf	3.0 MiB	03/19/2023 07:42:08 AM +00:00
	16_feature_extraction.pdf	3.2 MiB	03/19/2023 07:42:08 AM +00:00
	17_introduction_to_clustering.pdf	2.7 MiB	03/19/2023 07:42:08 AM +00:00
	18_clustering_-_beyond_prototypes.pdf	1.8 MiB	03/19/2023 07:42:08 AM +00:00
	19_hierarchical_clustering.pdf	1.5 MiB	03/19/2023 07:42:07 AM +00:00
	20_fuzzy_clustering_and_manifold_learning.pdf	1.2 MiB	03/19/2023 07:42:08 AM +00:00