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	Name	Last modified	Size
	Parent Directory
	1 - Welcome to the course Here we will help you get started in the best conditions	2024-01-03 15:23
	10 - Decision Tree Regression	2024-01-03 15:06
	11 - Random Forest Regression	2024-01-03 15:06
	12 - Evaluating Regression Models Performance	2024-01-03 15:06
	13 - Regression Model Selection in Python	2024-01-03 15:06
	14 - Regression Model Selection in R	2024-01-03 15:06
	15 - Part 3 Classification	2024-01-03 15:06
	16 - Logistic Regression	2024-01-03 15:07
	17 - KNearest Neighbors KNN	2024-01-03 15:07
	18 - Support Vector Machine SVM	2024-01-03 15:07
	19 - Kernel SVM	2024-01-03 15:08
	2 - Part 1 Data Preprocessing	2024-01-03 15:05
	20 - Naive Bayes	2024-01-03 15:08
	21 - Decision Tree Classification	2024-01-03 15:09
	22 - Random Forest Classification	2024-01-03 15:09
	23 - Classification Model Selection in Python	2024-01-03 15:10
	24 - Evaluating Classification Models Performance	2024-01-03 15:10
	25 - Part 4 Clustering	2024-01-03 15:10
	26 - KMeans Clustering	2024-01-03 15:10
	27 - Hierarchical Clustering	2024-01-03 15:11
	28 - Part 5 Association Rule Learning	2024-01-03 15:11
	29 - Apriori	2024-01-03 15:12
	3 - Data Preprocessing in Python	2024-01-03 15:05
	30 - Eclat	2024-01-03 15:14
	31 - Part 6 Reinforcement Learning	2024-01-03 15:14
	32 - Upper Confidence Bound UCB	2024-01-03 15:15
	33 - Thompson Sampling	2024-01-03 15:16
	34 - Part 7 Natural Language Processing	2024-01-03 15:18
	35 - Part 8 Deep Learning	2024-01-03 15:18
	36 - Artificial Neural Networks	2024-01-03 15:20
	37 - Convolutional Neural Networks	2024-01-03 15:21
	38 - Part 9 Dimensionality Reduction	2024-01-03 15:21
	39 - Principal Component Analysis PCA	2024-01-03 15:21
	4 - Data Preprocessing in R	2024-01-03 15:05
	40 - Linear Discriminant Analysis LDA	2024-01-03 15:22
	41 - Kernel PCA	2024-01-03 15:21
	42 - Part 10 Model Selection Boosting	2024-01-03 15:23
	43 - Model Selection	2024-01-03 15:23
	44 - XGBoost	2024-01-03 15:24
	45 - Exclusive Offer	2024-01-03 15:24
	46 - Annex Logistic Regression Long Explanation	2024-01-03 15:24
	5 - Part 2 Regression	2024-01-03 15:05
	6 - Simple Linear Regression	2024-01-03 15:05
	7 - Multiple Linear Regression	2024-01-03 15:05
	8 - Polynomial Regression	2024-01-03 15:06
	9 - Support Vector Regression SVR	2024-01-03 15:06