Machine Learning A-Z - Hands-On Python and R In Data Science

• Machine Learning A-Z - Hands-On Python and R In Data Science
• 01 Welcome to the course.rar 118.3 MB
• 02 -------------------- Part 1 Data Preprocessing --------------------.rar 236.3 MB
• 03 -------------------- Part 2 Regression --------------------.rar 1 KB
• 04 Simple Linear Regression.rar 200.9 MB
• 05 Multiple Linear Regression.rar 366.2 MB
• 06 Polynomial Regression.rar 317.1 MB
• 07 Support Vector Regression (SVR).rar 120 MB
• 08 Decision Tree Regression.rar 120.1 MB
• 09 Random Forest Regression.rar 111.6 MB
• 10 Evaluating Regression Models Performance.rar 67.9 MB
• 11 -------------------- Part 3 Classification --------------------.rar 1 KB
• 12 Logistic Regression.rar 271.6 MB
• 13 K-Nearest Neighbors (K-NN).rar 111 MB
• 14 Support Vector Machine (SVM).rar 118.5 MB
• 15 Kernel SVM.rar 169.5 MB
• 16 Naive Bayes.rar 176.8 MB
• 17 Decision Tree Classification.rar 124.5 MB
• 18 Random Forest Classification.rar 144.9 MB
• 19 Evaluating Classification Models Performance.rar 42.5 MB
• 20 -------------------- Part 4 Clustering --------------------.rar 1 KB
• 21 K-Means Clustering.rar 141.3 MB
• 22 Hierarchical Clustering.rar 169.9 MB
• 23 -------------------- Part 5 Association Rule Learning --------------------.rar 906 B
• 24 Apriori.rar 266.4 MB
• 25 Eclat.rar 42.2 MB
• 26 -------------------- Part 6 Reinforcement Learning --------------------.rar 1.1 KB
• 27 Upper Confidence Bound (UCB).rar 300.3 MB
• 28 Thompson Sampling.rar 163.3 MB
• 29 -------------------- Part 7 Natural Language Processing --------------------.rar 448 MB
• 30 -------------------- Part 8 Deep Learning --------------------.rar 25.5 MB
• 31 Artificial Neural Networks.rar 506 MB
• 32 Convolutional Neural Networks.rar 353.5 MB
• 33 -------------------- Part 9 Dimensionality Reduction --------------------.rar 1.2 KB
• 34 Principal Component Analysis (PCA).rar 194.7 MB
• 35 Linear Discriminant Analysis (LDA).rar 114.3 MB
• 36 Kernel PCA.rar 92.2 MB
• 37 -------------------- Part 10 Model Selection Boosting --------------------.rar 1.1 KB
• 38 Model Selection.rar 167.5 MB
• 39 XGBoost.rar 100.4 MB
• 40 Bonus Lectures.rar 2.5 KB

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