[FTUForum com] [UDEMY] Machine Learning and AI Support Vector Machines in Python [FTU]
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| Torrent Size : | 3.05 GB |
[FTUForum com] [UDEMY] Machine Learning and AI Support Vector Machines in Python [FTU]
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Torrent File Content (150 files)
[FTUForum.com] [UDEMY] Machine Learning and AI Support Vector Machines in Python [FTU]
1. Welcome
1. Introduction.mp4 -
1. Welcome
1. Introduction.mp4 -
16.15 MB
1. Introduction.vtt -
2.69 KB
2. Course Objectives.mp4 -
37.24 MB
2. Course Objectives.vtt -
5.72 KB
3. Course Outline.mp4 -
31.3 MB
3. Course Outline.vtt -
6.68 KB
4. Where to get the code and data.mp4 -
39.03 MB
4. Where to get the code and data.vtt -
6.98 KB
2. Beginner_s Corner
1. Beginner_s Corner Section Introduction.mp4 -
1. Beginner_s Corner Section Introduction.mp4 -
34.01 MB
1. Beginner_s Corner Section Introduction.vtt -
6.23 KB
2. Image Classification with SVMs.mp4 -
36.49 MB
2. Image Classification with SVMs.vtt -
6.37 KB
3. Spam Detection with SVMs.mp4 -
101.47 MB
3. Spam Detection with SVMs.vtt -
12.42 KB
4. Medical Diagnosis with SVMs.mp4 -
47.91 MB
4. Medical Diagnosis with SVMs.vtt -
6.05 KB
5. Regression with SVMs.mp4 -
50.9 MB
5. Regression with SVMs.vtt -
5.63 KB
6. Cross-Validation.mp4 -
54.63 MB
6. Cross-Validation.vtt -
8.33 KB
7. How do you get the data How do you process the data.mp4 -
28.83 MB
7. How do you get the data How do you process the data.vtt -
6.68 KB
3. Review of Linear Classifiers
1. Basic Geometry.mp4 -
1. Basic Geometry.mp4 -
46.61 MB
1. Basic Geometry.vtt -
11.41 KB
2. Normal Vectors.mp4 -
14.8 MB
2. Normal Vectors.vtt -
3.64 KB
3. Logistic Regression Review.mp4 -
39.9 MB
3. Logistic Regression Review.vtt -
10.69 KB
4. Loss Function and Regularization.mp4 -
16.15 MB
4. Loss Function and Regularization.vtt -
4.3 KB
5. Prediction Confidence.mp4 -
30.65 MB
5. Prediction Confidence.vtt -
7.92 KB
6. Nonlinear Problems.mp4 -
47.05 MB
6. Nonlinear Problems.vtt -
10.41 KB
7. Linear Classifiers Section Conclusion.mp4 -
19.29 MB
7. Linear Classifiers Section Conclusion.vtt -
4.69 KB
4. Linear SVM
10. Linear SVM Section Summary.mp4 -
10. Linear SVM Section Summary.mp4 -
18.99 MB
10. Linear SVM Section Summary.vtt -
4.88 KB
1. Linear SVM Section Introduction and Outline.mp4 -
17.68 MB
1. Linear SVM Section Introduction and Outline.vtt -
3.74 KB
2. Linear SVM Problem Setup and Definitions.mp4 -
22.84 MB
2. Linear SVM Problem Setup and Definitions.vtt -
5.11 KB
3. Margins.mp4 -
41.49 MB
3. Margins.vtt -
8.56 KB
4. Linear SVM Objective.mp4 -
49.17 MB
4. Linear SVM Objective.vtt -
11.64 KB
5. Linear and Quadratic Programming.mp4 -
64.22 MB
5. Linear and Quadratic Programming.vtt -
13.19 KB
6. Slack Variables.mp4 -
38.68 MB
6. Slack Variables.vtt -
7.95 KB
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