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[DesireCourse.Net] Udemy - Machine Learning, incl. Deep Learning, with R
magnet:?xt=urn:btih:d5ce2fe57610935eb092ba56c6961a76bf1ab5c9&dn=[DesireCourse.Net] Udemy - Machine Learning, incl. Deep Learning, with R
磁力链接详情
Hash值:
d5ce2fe57610935eb092ba56c6961a76bf1ab5c9
点击数:
137
文件大小:
7.26 GB
文件数量:
142
创建日期:
2019-11-4 19:16
最后访问:
2024-7-9 17:56
访问标签:
DesireCourse
Net
Udemy
-
Machine
Learning
incl
Deep
Learning
with
R
文件列表详情
1. Introduction/1. Course Overview.mp4 10.37 MB
1. Introduction/2. AI 101.mp4 29.52 MB
1. Introduction/3. Machine Learning 101.mp4 31.15 MB
1. Introduction/4. Models.mp4 27.65 MB
1. Introduction/5. Teaser Overview.mp4 6.24 MB
1. Introduction/6. Teaser Lab.mp4 126.51 MB
10. Random Forests/1. Random Forests 101.mp4 10.82 MB
10. Random Forests/2. Random Forests Interactive.mp4 17.53 MB
10. Random Forests/3. Random Forest Lab (Intro).mp4 14.84 MB
10. Random Forests/4. Random Forest Lab (Coding 12).mp4 109.85 MB
10. Random Forests/5. Random Forest Lab (Coding 22).mp4 107.1 MB
10. Random Forests/6. Random Forest Exercise.mp4 22.07 MB
11. Logistic Regression/1. Logistic Regression 101.mp4 27.64 MB
11. Logistic Regression/2. Logistic Regression Lab (Intro).mp4 8.79 MB
11. Logistic Regression/3. Logistic Regression Lab (Coding 12).mp4 91.93 MB
11. Logistic Regression/4. Logistic Regression Lab (Coding 22).mp4 63.11 MB
11. Logistic Regression/5. Logistic Regression Exercise.mp4 10.68 MB
12. Support Vector Machines/1. Support Vector Machines 101.mp4 21.84 MB
12. Support Vector Machines/2. Support Vector Machines Lab (Intro).mp4 13.6 MB
12. Support Vector Machines/3. Support Vector Machines Lab (Coding 12).mp4 78.82 MB
12. Support Vector Machines/4. Support Vector Machines Lab (Coding 22).mp4 42.15 MB
12. Support Vector Machines/5. Support Vector Machines Exercise.mp4 21.2 MB
13. Ensemble Models/1. Ensemble Models 101.mp4 12.06 MB
14. ----- Association Rules -----/1. Association Rules 101.mp4 20.87 MB
14. ----- Association Rules -----/2. How to get the code.mp4 8.83 MB
15. Apriori/1. Apriori 101.mp4 29.9 MB
15. Apriori/2. Apriori Lab (Intro).mp4 18.09 MB
15. Apriori/3. Apriori Lab (Coding 12).mp4 73.35 MB
15. Apriori/4. Apriori Lab (Coding 22).mp4 113.44 MB
15. Apriori/5. Apriori Exercise.mp4 17.25 MB
15. Apriori/6. Apriori Solution.mp4 100.14 MB
16. ----- Clustering -----/1. Clustering Overview.mp4 10.12 MB
16. ----- Clustering -----/2. How to get the code.mp4 8.81 MB
17. kmeans/1. kmeans 101.mp4 31.74 MB
17. kmeans/2. kmeans Lab.mp4 159.88 MB
17. kmeans/3. kmeans Exercise.mp4 27.55 MB
17. kmeans/4. kmeans Solution.mp4 106.36 MB
18. Hierarchical Clustering/1. Hierarchical Clustering 101.mp4 32.4 MB
18. Hierarchical Clustering/2. Hierarchical Clustering Interactive.mp4 34.11 MB
18. Hierarchical Clustering/3. Hierarchical Clustering Lab.mp4 189.25 MB
19. Dbscan/1. Dbscan 101.mp4 31.32 MB
19. Dbscan/2. Dbscan Lab.mp4 111.43 MB
2. R Refresher/1. R and RStudio Installation.mp4 102.32 MB
2. R Refresher/2. How to get the code.mp4 8.83 MB
2. R Refresher/3. Rmarkdown Lab.mp4 65.81 MB
2. R Refresher/4. Piping 101.mp4 9.41 MB
2. R Refresher/5. Data Manipulation Lab.mp4 104.59 MB
2. R Refresher/6. Data Reshaping 101.mp4 18.81 MB
2. R Refresher/7. Data Reshaping Lab.mp4 103.14 MB
2. R Refresher/8. Packages Preparation Lab.mp4 12.32 MB
21. Principal Component Analysis (PCA)/1. PCA 101.mp4 41.79 MB
21. Principal Component Analysis (PCA)/2. PCA Lab.mp4 126.99 MB
21. Principal Component Analysis (PCA)/3. PCA Exercise.mp4 15.24 MB
21. Principal Component Analysis (PCA)/4. PCA Solution.mp4 80.96 MB
22. t-SNE/1. t-SNE 101.mp4 19.97 MB
22. t-SNE/2. t-SNE Lab (Sphere).mp4 57.38 MB
22. t-SNE/3. t-SNE Lab (Mnist).mp4 70.37 MB
23. Factor Analysis/1. Factor Analysis 101.mp4 34.98 MB
23. Factor Analysis/2. Factor Analysis Lab (Intro).mp4 16.51 MB
23. Factor Analysis/3. Factor Analysis Lab (Coding 12).mp4 78.66 MB
23. Factor Analysis/4. Factor Analysis Lab (Coding 22).mp4 91.7 MB
23. Factor Analysis/5. Factor Analysis Exercise.mp4 13.23 MB
24. ----- Reinforcement Learning -----/1. Reinforcement Learning 101.mp4 37.44 MB
24. ----- Reinforcement Learning -----/2. Upper Confidence Bound 101.mp4 50.41 MB
24. ----- Reinforcement Learning -----/3. Upper Confidence Bound Interactive.mp4 46.49 MB
24. ----- Reinforcement Learning -----/4. How to get the code.mp4 8.83 MB
24. ----- Reinforcement Learning -----/5. Upper Confidence Bound Lab (Intro).mp4 13.12 MB
24. ----- Reinforcement Learning -----/6. Upper Confidence Bound Lab (Coding 12).mp4 138.26 MB
24. ----- Reinforcement Learning -----/7. Upper Confidence Bound Lab (Coding 22).mp4 67.11 MB
25. ----- Deep Learning -----/1. Deep Learning General Overview.mp4 26.37 MB
25. ----- Deep Learning -----/10. How to get the code.mp4 8.82 MB
25. ----- Deep Learning -----/11. Python and Keras Installation.mp4 72.66 MB
25. ----- Deep Learning -----/2. Deep Learning Modeling 101.mp4 12.39 MB
25. ----- Deep Learning -----/3. Performance.mp4 11.16 MB
25. ----- Deep Learning -----/4. From Perceptron to Neural Networks.mp4 19.76 MB
25. ----- Deep Learning -----/5. Layer Types.mp4 21.74 MB
25. ----- Deep Learning -----/6. Activation Functions.mp4 20.74 MB
25. ----- Deep Learning -----/7. Loss Function.mp4 13.88 MB
25. ----- Deep Learning -----/8. Optimizer.mp4 22.33 MB
25. ----- Deep Learning -----/9. Deep Learning Frameworks.mp4 9.47 MB
26. Deep Learning Regression/1. Multi-Target Regression Lab (Intro).mp4 13.33 MB
26. Deep Learning Regression/2. Multi-Target Regression Lab (Coding 12).mp4 119.06 MB
26. Deep Learning Regression/3. Multi-Target Regression Lab (Coding 22).mp4 98.84 MB
27. Deep Learning Classification/1. Binary Classification Lab (Intro).mp4 15.28 MB
27. Deep Learning Classification/2. Binary Classification Lab (Coding 12).mp4 121.03 MB
27. Deep Learning Classification/3. Binary Classification Lab (Coding 22).mp4 67.87 MB
27. Deep Learning Classification/4. Multi-Label Classification Lab (Intro).mp4 24.42 MB
27. Deep Learning Classification/5. Multi-Label Classification Lab (Coding 13).mp4 109.73 MB
27. Deep Learning Classification/6. Multi-Label Classification Lab (Coding 23).mp4 128.81 MB
27. Deep Learning Classification/7. Multi-Label Classification Lab (Coding 33).mp4 62.74 MB
28. Convolutional Neural Networks/1. Convolutional Neural Networks 101.mp4 44.26 MB
28. Convolutional Neural Networks/2. Convolutional Neural Networks Interactive.mp4 18.16 MB
28. Convolutional Neural Networks/3. Convolutional Neural Networks Lab (Intro).mp4 12.13 MB
28. Convolutional Neural Networks/4. Convolutional Neural Networks Lab (Coding).mp4 189.77 MB
28. Convolutional Neural Networks/5. Convolutional Neural Networks Exercise.mp4 23.73 MB
28. Convolutional Neural Networks/6. Semantic Segmentation 101.mp4 57.94 MB
28. Convolutional Neural Networks/7. Semantic Segmentation Lab (Intro).mp4 25.49 MB
28. Convolutional Neural Networks/8. Semantic Segmentation Lab (Coding).mp4 25.48 MB
29. Autoencoders/1. Autoencoders 101.mp4 16.71 MB
29. Autoencoders/2. Autoencoders Lab (Intro).mp4 15.11 MB
29. Autoencoders/3. Autoencoders Lab (Coding).mp4 105.45 MB
3. ----- Regression, Model Preparation, and Regularization -----/2. How to get the code.mp4 8.83 MB
30. Transfer Learning and Pretrained Models/1. Transfer Learning and Pretrained Models 101.mp4 32.78 MB
30. Transfer Learning and Pretrained Models/2. Transfer Learning and Pretrained Models Lab (Introduction).mp4 13.63 MB
30. Transfer Learning and Pretrained Models/3. Transfer Learning and Pretrained Models Lab (Coding).mp4 99.41 MB
31. Recurrent Neural Networks/1. Recurrent Neural Networks 101.mp4 29.49 MB
31. Recurrent Neural Networks/2. LSTM Univariate, Multistep Timeseries Prediction (Intro).mp4 13.62 MB
31. Recurrent Neural Networks/3. LSTM Univariate, Multistep Timeseries Prediction (Coding).mp4 146.57 MB
31. Recurrent Neural Networks/4. LSTM Multivariate, Multistep Timeseries Prediction (Intro).mp4 12.02 MB
31. Recurrent Neural Networks/5. LSTM Multivariate, Multistep Timeseries Prediction (Coding).mp4 141.53 MB
4. Regression/1. Regression Types 101.mp4 17.74 MB
4. Regression/10. Multivariate Regression Lab.mp4 135.7 MB
4. Regression/11. Multivariate Regression Exercise.mp4 13.69 MB
4. Regression/12. Multivariate Regression Solution.mp4 122.64 MB
4. Regression/2. Univariate Regression 101.mp4 25.59 MB
4. Regression/3. Univariate Regression Interactive.mp4 21.85 MB
4. Regression/4. Univariate Regression Lab.mp4 88.4 MB
4. Regression/5. Univariate Regression Exercise.mp4 18.16 MB
4. Regression/6. Univariate Regression Solution.mp4 71.32 MB
4. Regression/7. Polynomial Regression 101.mp4 11.35 MB
4. Regression/8. Polynomial Regression Lab.mp4 117.62 MB
4. Regression/9. Multivariate Regression 101.mp4 22.44 MB
5. Model Preparation and Evaluation/1. Underfitting Overfitting 101.mp4 56.1 MB
5. Model Preparation and Evaluation/2. Train Validation Test Split 101.mp4 13.51 MB
5. Model Preparation and Evaluation/3. Train Validation Test Split Interactive.mp4 36 MB
5. Model Preparation and Evaluation/4. Train Validation Test Split Lab.mp4 117.4 MB
5. Model Preparation and Evaluation/5. Resampling Techniques 101.mp4 17.2 MB
5. Model Preparation and Evaluation/6. Resampling Techniques Lab.mp4 188.6 MB
6. Regularization/1. Regularization 101.mp4 23.77 MB
6. Regularization/2. Regularization Lab.mp4 189.57 MB
7. ----- Classification -----/2. How to get the code.mp4 8.84 MB
8. Classification Basics/1. Confusion Matrix 101.mp4 28.88 MB
8. Classification Basics/2. ROC Curve 101.mp4 48.01 MB
8. Classification Basics/3. ROC Curve Interactive.mp4 43.5 MB
8. Classification Basics/4. ROC Curve Lab Intro.mp4 12.6 MB
8. Classification Basics/5. ROC Curve Lab 13 (Data Prep, Modeling).mp4 118.06 MB
8. Classification Basics/6. ROC Curve Lab 23 (Confusion Matrix and ROC).mp4 70.79 MB
8. Classification Basics/7. ROC Curve Lab 33 (ROC, AUC, Cost Function).mp4 135.48 MB
9. Decision Trees/1. Decision Trees 101.mp4 20.53 MB
9. Decision Trees/2. Decision Trees Lab (Intro).mp4 10.63 MB
9. Decision Trees/3. Decision Trees Lab (Coding).mp4 121.02 MB
9. Decision Trees/4. Decision Trees Exercise.mp4 14.13 MB
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