Machine Learning A-Z - Hands-On Python and R In Data Science
File List
- 31 Artificial Neural Networks.rar 506.0 MB
- 29 -------------------- Part 7 Natural Language Processing --------------------.rar 448.0 MB
- 05 Multiple Linear Regression.rar 366.2 MB
- 32 Convolutional Neural Networks.rar 353.5 MB
- 06 Polynomial Regression.rar 317.1 MB
- 27 Upper Confidence Bound (UCB).rar 300.3 MB
- 12 Logistic Regression.rar 271.6 MB
- 24 Apriori.rar 266.4 MB
- 02 -------------------- Part 1 Data Preprocessing --------------------.rar 236.3 MB
- 04 Simple Linear Regression.rar 200.9 MB
- 34 Principal Component Analysis (PCA).rar 194.7 MB
- 16 Naive Bayes.rar 176.8 MB
- 22 Hierarchical Clustering.rar 169.9 MB
- 15 Kernel SVM.rar 169.5 MB
- 38 Model Selection.rar 167.5 MB
- 28 Thompson Sampling.rar 163.3 MB
- 18 Random Forest Classification.rar 144.9 MB
- 21 K-Means Clustering.rar 141.3 MB
- 17 Decision Tree Classification.rar 124.5 MB
- 08 Decision Tree Regression.rar 120.1 MB
- 07 Support Vector Regression (SVR).rar 120.0 MB
- 14 Support Vector Machine (SVM).rar 118.5 MB
- 01 Welcome to the course.rar 118.3 MB
- 35 Linear Discriminant Analysis (LDA).rar 114.3 MB
- 09 Random Forest Regression.rar 111.6 MB
- 13 K-Nearest Neighbors (K-NN).rar 111.0 MB
- 39 XGBoost.rar 100.4 MB
- 36 Kernel PCA.rar 92.2 MB
- 10 Evaluating Regression Models Performance.rar 67.9 MB
- 19 Evaluating Classification Models Performance.rar 42.5 MB
- 25 Eclat.rar 42.2 MB
- 30 -------------------- Part 8 Deep Learning --------------------.rar 25.5 MB
- 40 Bonus Lectures.rar 2.5 KB
- 33 -------------------- Part 9 Dimensionality Reduction --------------------.rar 1.2 KB
- 37 -------------------- Part 10 Model Selection Boosting --------------------.rar 1.1 KB
- 26 -------------------- Part 6 Reinforcement Learning --------------------.rar 1.1 KB
- 11 -------------------- Part 3 Classification --------------------.rar 1.0 KB
- 03 -------------------- Part 2 Regression --------------------.rar 1.0 KB
- 20 -------------------- Part 4 Clustering --------------------.rar 1.0 KB
- 23 -------------------- Part 5 Association Rule Learning --------------------.rar 906 bytes
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