Udemy - The Complete Machine Learning Course with Python


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Torrent Hash : 4105824974F98A3C8A55EF524A209615BA9B11BF
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Torrent Size : 6.79 GB


Udemy - The Complete Machine Learning Course with Python
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Torrent File Content (223 files)


[DesireCourse.Net] Udemy - The Complete Machine Learning Course with Python
    1. Introduction
          1. What Does the Course Cover.mp4 -
54.4 MB

          1. What Does the Course Cover.vtt -
2.97 KB

          2. How to Succeed in This Course.html -
2.22 KB

          3. Project Files and Resources.html -
1.71 KB

    10. Unsupervised Learning Clustering
          1. Clustering.mp4 -
125.68 MB

          1. Clustering.vtt -
18.73 KB

          2. k_Means Clustering.mp4 -
57.72 MB

          2. k_Means Clustering.vtt -
9.98 KB

    11. Deep Learning
          1. Estimating Simple Function with Neural Networks.mp4 -
143.85 MB

          1. Estimating Simple Function with Neural Networks.vtt -
24.36 KB

          2. Neural Network Architecture.mp4 -
22.38 MB

          2. Neural Network Architecture.vtt -
7.22 KB

          3. Motivational Example - Project MNIST.mp4 -
144.96 MB

          3. Motivational Example - Project MNIST.vtt -
23.52 KB

          4. Binary Classification Problem.mp4 -
72.11 MB

          4. Binary Classification Problem.vtt -
11.47 KB

          5. Natural Language Processing - Binary Classification.mp4 -
76.05 MB

          5. Natural Language Processing - Binary Classification.vtt -
11.74 KB

    12. Appendix A1 Foundations of Deep Learning
          1. Introduction to Neural Networks.mp4 -
13.75 MB

          1. Introduction to Neural Networks.vtt -
2.54 KB

          10. Gradient Based Optimization.mp4 -
54.96 MB

          10. Gradient Based Optimization.vtt -
12.65 KB

          11. Getting Started with Neural Network and Deep Learning Libraries.mp4 -
18.67 MB

          11. Getting Started with Neural Network and Deep Learning Libraries.vtt -
5.13 KB

          12. Categories of Machine Learning.mp4 -
37.47 MB

          12. Categories of Machine Learning.vtt -
11.22 KB

          13. Over and Under Fitting.mp4 -
70.06 MB

          13. Over and Under Fitting.vtt -
16.68 KB

          14. Machine Learning Workflow.mp4 -
27.44 MB

          14. Machine Learning Workflow.vtt -
5.31 KB

          2. Differences between Classical Programming and Machine Learning.mp4 -
20.85 MB

          2. Differences between Classical Programming and Machine Learning.vtt -
4.87 KB

          3. Learning Representations.mp4 -
77.24 MB

          3. Learning Representations.vtt -
11.5 KB

          4. What is Deep Learning.mp4 -
155.61 MB

          4. What is Deep Learning.vtt -
23.08 KB

          5. Learning Neural Networks.mp4 -
40.61 MB

          5. Learning Neural Networks.vtt -
11.43 KB

          6. Why Now.mp4 -
9.07 MB

          6. Why Now.vtt -
3.02 KB

          7. Building Block Introduction.mp4 -
14.16 MB

          7. Building Block Introduction.vtt -
5.1 KB

          8. Tensors.mp4 -
16.88 MB

          8. Tensors.vtt -
4.33 KB

          9. Tensor Operations.mp4 -
88.79 MB

          9. Tensor Operations.vtt -
18.87 KB

    13. Computer Vision and Convolutional Neural Network (CNN)
          1. Outline.mp4 -
63.66 MB

          1. Outline.vtt -
4.12 KB

          10. Training Your CNN 1.mp4 -
124.88 MB

          10. Training Your CNN 1.vtt -
15.2 KB

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