[DesireCourse.Net] Udemy - Machine Learning, incl. Deep Learning, with R

Torrent Hash:
D5CE2FE57610935EB092BA56C6961A76BF1AB5C9
Number of Files:
298
Content Size:
7.27GB
Convert On:
2019-09-28
Magnet Link:
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File Name
Size
1. Introduction/1. Course Overview.mp4
10.37MB
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1. Introduction/1. Course Overview.vtt
3.12KB
1. Introduction/2. AI 101.mp4
29.52MB
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1. Introduction/2. AI 101.vtt
5.54KB
1. Introduction/3. Machine Learning 101.mp4
31.15MB
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1. Introduction/3. Machine Learning 101.vtt
7.69KB
1. Introduction/4. Models.mp4
27.65MB
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1. Introduction/4. Models.vtt
5.89KB
1. Introduction/5. Teaser Overview.mp4
6.24MB
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1. Introduction/5. Teaser Overview.vtt
573B
1. Introduction/6. Teaser Lab.mp4
126.51MB
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1. Introduction/6. Teaser Lab.vtt
12.24KB
1. Introduction/6.1 PCA_Teaser.zip.zip
3.35KB
1. Introduction/6.2 PCA_Teaser_Final.html.html
4.88MB
10. Random Forests/1. Random Forests 101.mp4
10.82MB
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10. Random Forests/1. Random Forests 101.vtt
2.94KB
10. Random Forests/2. Random Forests Interactive.mp4
17.53MB
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10. Random Forests/2. Random Forests Interactive.vtt
3.4KB
10. Random Forests/3. Random Forest Lab (Intro).mp4
14.84MB
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10. Random Forests/3. Random Forest Lab (Intro).vtt
1.8KB
10. Random Forests/4. Random Forest Lab (Coding 12).mp4
109.85MB
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10. Random Forests/4. Random Forest Lab (Coding 12).vtt
10.42KB
10. Random Forests/5. Random Forest Lab (Coding 22).mp4
107.1MB
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10. Random Forests/5. Random Forest Lab (Coding 22).vtt
8.2KB
10. Random Forests/6. Random Forest Exercise.mp4
22.07MB
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10. Random Forests/6. Random Forest Exercise.vtt
2.33KB
11. Logistic Regression/1. Logistic Regression 101.mp4
27.64MB
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11. Logistic Regression/1. Logistic Regression 101.vtt
7.41KB
11. Logistic Regression/2. Logistic Regression Lab (Intro).mp4
8.79MB
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11. Logistic Regression/2. Logistic Regression Lab (Intro).vtt
889B
11. Logistic Regression/3. Logistic Regression Lab (Coding 12).mp4
91.93MB
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11. Logistic Regression/3. Logistic Regression Lab (Coding 12).vtt
7.33KB
11. Logistic Regression/4. Logistic Regression Lab (Coding 22).mp4
63.11MB
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11. Logistic Regression/4. Logistic Regression Lab (Coding 22).vtt
5.76KB
11. Logistic Regression/5. Logistic Regression Exercise.mp4
10.68MB
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11. Logistic Regression/5. Logistic Regression Exercise.vtt
1.16KB
12. Support Vector Machines/1. Support Vector Machines 101.mp4
21.84MB
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12. Support Vector Machines/1. Support Vector Machines 101.vtt
5.6KB
12. Support Vector Machines/2. Support Vector Machines Lab (Intro).mp4
13.6MB
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12. Support Vector Machines/2. Support Vector Machines Lab (Intro).vtt
1.46KB
12. Support Vector Machines/3. Support Vector Machines Lab (Coding 12).mp4
78.82MB
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12. Support Vector Machines/3. Support Vector Machines Lab (Coding 12).vtt
6.82KB
12. Support Vector Machines/4. Support Vector Machines Lab (Coding 22).mp4
42.15MB
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12. Support Vector Machines/4. Support Vector Machines Lab (Coding 22).vtt
4.13KB
12. Support Vector Machines/5. Support Vector Machines Exercise.mp4
21.2MB
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12. Support Vector Machines/5. Support Vector Machines Exercise.vtt
2.06KB
13. Ensemble Models/1. Ensemble Models 101.mp4
12.06MB
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13. Ensemble Models/1. Ensemble Models 101.vtt
3.67KB
13. Ensemble Models/2. Classification Quiz.html
136B
14. ----- Association Rules -----/1. Association Rules 101.mp4
20.87MB
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14. ----- Association Rules -----/1. Association Rules 101.vtt
5.46KB
14. ----- Association Rules -----/2. How to get the code.mp4
8.83MB
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14. ----- Association Rules -----/2. How to get the code.vtt
1.55KB
15. Apriori/1. Apriori 101.mp4
29.9MB
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15. Apriori/1. Apriori 101.vtt
7.42KB
15. Apriori/2. Apriori Lab (Intro).mp4
18.09MB
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15. Apriori/2. Apriori Lab (Intro).vtt
1.67KB
15. Apriori/3. Apriori Lab (Coding 12).mp4
73.35MB
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15. Apriori/3. Apriori Lab (Coding 12).vtt
6.05KB
15. Apriori/4. Apriori Lab (Coding 22).mp4
113.44MB
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15. Apriori/4. Apriori Lab (Coding 22).vtt
7.43KB
15. Apriori/5. Apriori Exercise.mp4
17.25MB
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15. Apriori/5. Apriori Exercise.vtt
2.13KB
15. Apriori/6. Apriori Solution.mp4
100.14MB
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15. Apriori/6. Apriori Solution.vtt
8.94KB
16. ----- Clustering -----/1. Clustering Overview.mp4
10.12MB
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16. ----- Clustering -----/1. Clustering Overview.vtt
2.9KB
16. ----- Clustering -----/2. How to get the code.mp4
8.81MB
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16. ----- Clustering -----/2. How to get the code.vtt
1.55KB
17. kmeans/1. kmeans 101.mp4
31.74MB
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17. kmeans/1. kmeans 101.vtt
7.69KB
17. kmeans/2. kmeans Lab.mp4
159.88MB
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12.43KB
17. kmeans/3. kmeans Exercise.mp4
27.55MB
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106.36MB
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32.4MB
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8.12KB
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34.11MB
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5.76KB
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189.25MB
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14.42KB
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31.32MB
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4.99KB
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111.43MB
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12.65KB
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102.32MB
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104.59MB
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18.81MB
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3.55KB
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103.14MB
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10.26KB
2. R Refresher/8. Packages Preparation Lab.mp4
12.32MB
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1.56KB
20. ----- Dimensionality Reduction -----/1. Dimensionality Reduction Overview.html
203B
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41.79MB
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21. Principal Component Analysis (PCA)/2. PCA Lab.mp4
126.99MB
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12.05KB
21. Principal Component Analysis (PCA)/3. PCA Exercise.mp4
15.24MB
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21. Principal Component Analysis (PCA)/3. PCA Exercise.vtt
1.88KB
21. Principal Component Analysis (PCA)/4. PCA Solution.mp4
80.96MB
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21. Principal Component Analysis (PCA)/4. PCA Solution.vtt
6.76KB
22. t-SNE/1. t-SNE 101.mp4
19.97MB
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6.47KB
22. t-SNE/2. t-SNE Lab (Sphere).mp4
57.38MB
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5.21KB
22. t-SNE/3. t-SNE Lab (Mnist).mp4
70.37MB
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5.78KB
23. Factor Analysis/1. Factor Analysis 101.mp4
34.98MB
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23. Factor Analysis/1. Factor Analysis 101.vtt
8.74KB
23. Factor Analysis/2. Factor Analysis Lab (Intro).mp4
16.51MB
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1.52KB
23. Factor Analysis/3. Factor Analysis Lab (Coding 12).mp4
78.66MB
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23. Factor Analysis/3. Factor Analysis Lab (Coding 12).vtt
6.51KB
23. Factor Analysis/4. Factor Analysis Lab (Coding 22).mp4
91.7MB
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23. Factor Analysis/4. Factor Analysis Lab (Coding 22).vtt
6.92KB
23. Factor Analysis/5. Factor Analysis Exercise.mp4
13.23MB
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23. Factor Analysis/5. Factor Analysis Exercise.vtt
1.61KB
23. Factor Analysis/6. Dimensionality Reduction Quiz.html
136B
24. ----- Reinforcement Learning -----/1. Reinforcement Learning 101.mp4
37.44MB
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24. ----- Reinforcement Learning -----/1. Reinforcement Learning 101.vtt
8.14KB
24. ----- Reinforcement Learning -----/2. Upper Confidence Bound 101.mp4
50.41MB
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24. ----- Reinforcement Learning -----/2. Upper Confidence Bound 101.vtt
13.14KB
24. ----- Reinforcement Learning -----/3. Upper Confidence Bound Interactive.mp4
46.49MB
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24. ----- Reinforcement Learning -----/3. Upper Confidence Bound Interactive.vtt
6.87KB
24. ----- Reinforcement Learning -----/4. How to get the code.mp4
8.83MB
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24. ----- Reinforcement Learning -----/4. How to get the code.vtt
1.55KB
24. ----- Reinforcement Learning -----/5. Upper Confidence Bound Lab (Intro).mp4
13.12MB
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24. ----- Reinforcement Learning -----/5. Upper Confidence Bound Lab (Intro).vtt
1.83KB
24. ----- Reinforcement Learning -----/6. Upper Confidence Bound Lab (Coding 12).mp4
138.26MB
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24. ----- Reinforcement Learning -----/6. Upper Confidence Bound Lab (Coding 12).vtt
10.94KB
24. ----- Reinforcement Learning -----/7. Upper Confidence Bound Lab (Coding 22).mp4
67.11MB
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24. ----- Reinforcement Learning -----/7. Upper Confidence Bound Lab (Coding 22).vtt
5.01KB
25. ----- Deep Learning -----/1. Deep Learning General Overview.mp4
26.37MB
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25. ----- Deep Learning -----/1. Deep Learning General Overview.vtt
4.33KB
25. ----- Deep Learning -----/10. How to get the code.mp4
8.82MB
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25. ----- Deep Learning -----/10. How to get the code.vtt
1.55KB
25. ----- Deep Learning -----/11. Python and Keras Installation.mp4
72.66MB
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25. ----- Deep Learning -----/11. Python and Keras Installation.vtt
6.24KB
25. ----- Deep Learning -----/2. Deep Learning Modeling 101.mp4
12.39MB
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25. ----- Deep Learning -----/2. Deep Learning Modeling 101.vtt
4.73KB
25. ----- Deep Learning -----/3. Performance.mp4
11.16MB
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25. ----- Deep Learning -----/3. Performance.vtt
2.89KB
25. ----- Deep Learning -----/4. From Perceptron to Neural Networks.mp4
19.76MB
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25. ----- Deep Learning -----/4. From Perceptron to Neural Networks.vtt
4.08KB
25. ----- Deep Learning -----/5. Layer Types.mp4
21.74MB
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25. ----- Deep Learning -----/5. Layer Types.vtt
4.59KB
25. ----- Deep Learning -----/6. Activation Functions.mp4
20.74MB
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25. ----- Deep Learning -----/6. Activation Functions.vtt
4.61KB
25. ----- Deep Learning -----/7. Loss Function.mp4
13.88MB
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25. ----- Deep Learning -----/7. Loss Function.vtt
3.83KB
25. ----- Deep Learning -----/8. Optimizer.mp4
22.33MB
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25. ----- Deep Learning -----/8. Optimizer.vtt
6.83KB
25. ----- Deep Learning -----/9. Deep Learning Frameworks.mp4
9.47MB
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25. ----- Deep Learning -----/9. Deep Learning Frameworks.vtt
2.65KB
26. Deep Learning Regression/1. Multi-Target Regression Lab (Intro).mp4
13.33MB
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26. Deep Learning Regression/1. Multi-Target Regression Lab (Intro).vtt
1.47KB
26. Deep Learning Regression/2. Multi-Target Regression Lab (Coding 12).mp4
119.06MB
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26. Deep Learning Regression/2. Multi-Target Regression Lab (Coding 12).vtt
9.11KB
26. Deep Learning Regression/3. Multi-Target Regression Lab (Coding 22).mp4
98.84MB
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26. Deep Learning Regression/3. Multi-Target Regression Lab (Coding 22).vtt
7.66KB
27. Deep Learning Classification/1. Binary Classification Lab (Intro).mp4
15.28MB
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27. Deep Learning Classification/1. Binary Classification Lab (Intro).vtt
1.49KB
27. Deep Learning Classification/2. Binary Classification Lab (Coding 12).mp4
121.03MB
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27. Deep Learning Classification/2. Binary Classification Lab (Coding 12).vtt
9.37KB
27. Deep Learning Classification/3. Binary Classification Lab (Coding 22).mp4
67.87MB
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27. Deep Learning Classification/3. Binary Classification Lab (Coding 22).vtt
5.32KB
27. Deep Learning Classification/4. Multi-Label Classification Lab (Intro).mp4
24.42MB
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27. Deep Learning Classification/4. Multi-Label Classification Lab (Intro).vtt
3.06KB
27. Deep Learning Classification/5. Multi-Label Classification Lab (Coding 13).mp4
109.73MB
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32. Bonus/1. Congratulations and thank you.html
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4. Regression/8. Polynomial Regression Lab.mp4
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4. Regression/9. Multivariate Regression 101.mp4
22.44MB
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4. Regression/9. Multivariate Regression 101.vtt
4.85KB
5. Model Preparation and Evaluation/1. Underfitting Overfitting 101.mp4
56.1MB
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12.18KB
5. Model Preparation and Evaluation/2. Train Validation Test Split 101.mp4
13.51MB
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3.05KB
5. Model Preparation and Evaluation/3. Train Validation Test Split Interactive.mp4
36MB
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7.33KB
5. Model Preparation and Evaluation/4. Train Validation Test Split Lab.mp4
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10.08KB
5. Model Preparation and Evaluation/5. Resampling Techniques 101.mp4
17.2MB
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5.05KB
5. Model Preparation and Evaluation/6. Resampling Techniques Lab.mp4
188.6MB
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14.6KB
6. Regularization/1. Regularization 101.mp4
23.77MB
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6. Regularization/1. Regularization 101.vtt
6.12KB
6. Regularization/2. Regularization Lab.mp4
189.57MB
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13.78KB
7. ----- Classification -----/1. Classification Introduction.html
220B
7. ----- Classification -----/2. How to get the code.mp4
8.84MB
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7. ----- Classification -----/2. How to get the code.vtt
1.55KB
8. Classification Basics/1. Confusion Matrix 101.mp4
28.88MB
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6.31KB
8. Classification Basics/2. ROC Curve 101.mp4
48.01MB
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7.1KB
8. Classification Basics/3. ROC Curve Interactive.mp4
43.5MB
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6.19KB
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12.6MB
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1.84KB
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118.06MB
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70.79MB
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8. Classification Basics/7. ROC Curve Lab 33 (ROC, AUC, Cost Function).mp4
135.48MB
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9. Decision Trees/1. Decision Trees 101.mp4
20.53MB
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9. Decision Trees/1. Decision Trees 101.vtt
5.98KB
9. Decision Trees/2. Decision Trees Lab (Intro).mp4
10.63MB
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9. Decision Trees/2. Decision Trees Lab (Intro).vtt
1.64KB
9. Decision Trees/3. Decision Trees Lab (Coding).mp4
121.02MB
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9. Decision Trees/3. Decision Trees Lab (Coding).vtt
12.65KB
9. Decision Trees/4. Decision Trees Exercise.mp4
14.13MB
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9. Decision Trees/4. Decision Trees Exercise.vtt
1.7KB
[CourseClub.Me].url
48B
[DesireCourse.Net].url
51B

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