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Unsupervised Machine Learning with Python

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文件列表

  1. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/6. Section 7.4 Gaussian Mixture Model Code Walkthrough.mp4 281MB
  2. [TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/4. Section 4.3 Hierarchical Clustering Code Walkthrough.mp4 236MB
  3. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/4. Section 6.3 K Means Code Walkthrough.mp4 198MB
  4. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/2. Section 2.1 Numpy Basic Demos.mp4 186MB
  5. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/6. Section 10.4 Clustering for BBC Text Dataset.mp4 186MB
  6. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/2. Section 10.2 Clustering for Iris Flower Dataset.mp4 178MB
  7. [TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/4. Section 5.3 DBSCAN Code Walkthrough.mp4 175MB
  8. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/8. Section 2.4 Matplotlib Cluster Plot and Animation Demo.mp4 162MB
  9. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/7. Section 9.4 PCA Applied to MNIST Digits Dataset.mp4 157MB
  10. [TutsNode.com] - Unsupervised Machine Learning with Python/8. Comparison of Clustering Algorithms/1. Section 8.1 Metrics for Measuring Quality of Clustering.mp4 146MB
  11. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/2. Section 9.1 Principal Component Analysis Algorithm.mp4 141MB
  12. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/4. Section 10.3 Clustering for MNIST Digits Dataset.mp4 126MB
  13. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/1. Section 7.1 Normal Distribution Probability Density Function.mp4 125MB
  14. [TutsNode.com] - Unsupervised Machine Learning with Python/8. Comparison of Clustering Algorithms/3. Section 8.2 Comparison of Algorithms.mp4 115MB
  15. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/1. Section 10.1 Clustering Quality Metrics.mp4 113MB
  16. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/8. Section 3.4 Singular Value Decomposition.mp4 104MB
  17. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/5. Section 9.3 Principal Component Analysis Code Walkthrough.mp4 102MB
  18. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/2. Section 3.1 What is Data in Unsupervised Learning.mp4 101MB
  19. [TutsNode.com] - Unsupervised Machine Learning with Python/1. Introduction/3. Section 1.3 Course Resources and Set Up.mp4 99MB
  20. [TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/3. Section 4.2 Hierarchical Clustering Code Design.mp4 98MB
  21. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/3. Section 7.2 Gaussian Mixture Model Algorithm.mp4 98MB
  22. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/4. Section 3.2 Computational Complexity.mp4 94MB
  23. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/1. Section 6.1 K Means Algorithm.mp4 87MB
  24. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/5. Section 7.3 Gaussian Mixture Model Code Design.mp4 84MB
  25. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/3. Section 6.2 K Means Code Design.mp4 83MB
  26. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/6. Section 2.3 Matplotlib Basic Demo.mp4 71MB
  27. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/10. Section 3.5 Mean, Variance, and Covariance.mp4 71MB
  28. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/4. Section 2.2 Numpy Matrix Operations Demo.mp4 70MB
  29. [TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/1. Section 5.1 DBSCAN Algorithm.mp4 70MB
  30. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/6. Section 3.3 Distance Measures.mp4 67MB
  31. [TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/1. Section 4.1 Hierarchical Clustering Algorithm.mp4 48MB
  32. [TutsNode.com] - Unsupervised Machine Learning with Python/11. Concluding Remarks and Thank You/1. Section 11.1 Concluding Remarks and Thank You.mp4 45MB
  33. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/10. Section 2.5 Pandas Demo.mp4 44MB
  34. [TutsNode.com] - Unsupervised Machine Learning with Python/1. Introduction/1. Section 1.1 Introduction.mp4 43MB
  35. [TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/3. Section 5.2 DBSCAN Code Design.mp4 42MB
  36. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/12. Section 2.6 Sklearn Datasets Demo.mp4 40MB
  37. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/9. Section 9.5 Autoencoders.mp4 36MB
  38. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/4. Section 9.2 Principal Component Analysis Code Design.mp4 23MB
  39. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/1. Section 9.0 Dimension Reduction Overview.mp4 16MB
  40. [TutsNode.com] - Unsupervised Machine Learning with Python/1. Introduction/2. Section 1.2 About this Course.mp4 12MB
  41. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/1. Section 3.0 Review of Mathematical Concepts.mp4 11MB
  42. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/1. Section 2.0 Python Demos.mp4 11MB
  43. [TutsNode.com] - Unsupervised Machine Learning with Python/12. Optional/1. Section 12.1 Optional Lecture.mp4 8MB
  44. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/7. Section 7.4 Exercises.mp4 3MB
  45. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/11. Section 3.5 Exercises.mp4 3MB
  46. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/3. Section 2.1 Exercises.mp4 3MB
  47. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/5. Section 6.3 Exercises.mp4 3MB
  48. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/5. Section 3.2 Exercises.mp4 3MB
  49. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/4. Section 7.2 Exercises.mp4 3MB
  50. [TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/5. Section 5.3 Exercises.mp4 3MB
  51. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/5. Section 2.2 Exercises.mp4 3MB
  52. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/7. Section 10.4 Exercises.mp4 3MB
  53. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/7. Section 3.3 Exercises.mp4 3MB
  54. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/5. Exercises for Section 10.3.mp4 3MB
  55. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/11. Section 2.5 Exercises.mp4 3MB
  56. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/9. Section 3.4 Exercises.mp4 3MB
  57. [TutsNode.com] - Unsupervised Machine Learning with Python/8. Comparison of Clustering Algorithms/2. Section 8.1 Exercises.mp4 3MB
  58. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/2. Section 6.1 Exercises.mp4 3MB
  59. [TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/2. Section 5.1 Exercises.mp4 3MB
  60. [TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/2. Section 4.1 Exercises.mp4 3MB
  61. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/8. Section 9.4 Exercises.mp4 3MB
  62. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/3. Section 3.1 Exercises.mp4 3MB
  63. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/2. Section 7.1 Exercises.mp4 3MB
  64. [TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/5. Section 4.3 Exercises.mp4 3MB
  65. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/3. Section 9.1 Exercises.mp4 3MB
  66. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/6. Section 9.3 Exercises.mp4 3MB
  67. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/3. Section 10.2 Exercises.mp4 3MB
  68. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/7. Section 2.3 Exercises.mp4 3MB
  69. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/9. Section 2.4 Exercises.mp4 3MB
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  118. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/1.1 UnsupervisedML_GMM.pdf 286KB
  119. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/3.1 UnsupervisedML_GMM.pdf 286KB
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  125. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/3.1 UnsupervisedML_Exercises_Section3.1.pdf 195KB
  126. [TutsNode.com] - Unsupervised Machine Learning with Python/1. Introduction/3.1 UnsupervisedML_Resources.pdf 179KB
  127. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/8.1 UnsupervisedML_Exercises_Section9.4.pdf 155KB
  128. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/11.1 UnsupervisedML_Exercises_Section2.5.pdf 150KB
  129. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/2.1 UnsupervisedML_Exercises_Section7.1.pdf 145KB
  130. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/4.1 UnsupervisedML_Exercises_Section7.2.pdf 143KB
  131. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/2.1 UnsupervisedML_Exercises_Section6.1.pdf 136KB
  132. [TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/7.1 UnsupervisedML_Exercises_Section7.4.pdf 131KB
  133. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/3.1 UnsupervisedML_Exercises_Section9.1.pdf 130KB
  134. [TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/2.1 UnsupervisedML_Exercises_Section4.1.pdf 122KB
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  136. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/3.1 UnsupervisedML_Exercises_Section2.1.pdf 116KB
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  138. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/5.1 UnsupervisedML_Exercises_Section3.2.pdf 114KB
  139. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/9.1 UnsupervisedML_Exercises_Section3.4.pdf 113KB
  140. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/7.1 UnsupervisedML_Exercises_Section3.3.pdf 113KB
  141. [TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/6.1 UnsupervisedML_Exercises_Section9.3.pdf 110KB
  142. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/7.1 UnsupervisedML_Exercises_Section2.3.pdf 110KB
  143. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/5.1 UnsupervisedML_Exercises_Section2.2.pdf 110KB
  144. [TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/9.1 UnsupervisedML_Exercises_Section2.4.pdf 110KB
  145. [TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/11.1 UnsupervisedML_Exercises_Section3.5.pdf 108KB
  146. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/5.1 UnsupervisedML_Exercises_Section10.3.pdf 72KB
  147. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/7.1 UnsupervisedML_Exercises_Section10.4.pdf 59KB
  148. [TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/5.1 UnsupervisedML_Exercises_Section6.3.pdf 58KB
  149. [TutsNode.com] - Unsupervised Machine Learning with Python/8. Comparison of Clustering Algorithms/2.1 UnsupervisedML_Exercises_Section8.1.pdf 52KB
  150. [TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/2.1 UnsupervisedML_Exercises_Section5.1.pdf 51KB
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  154. [TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/3.1 UnsupervisedML_Exercises_Section10.2.pdf 37KB
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  167. [TutsNode.com] - Unsupervised Machine Learning with Python/12. Optional/1.1 Link to Introduction to Machine Learning course on Udemy.html 158B
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  169. [TutsNode.com] - Unsupervised Machine Learning with Python/1. Introduction/3.2 Course Github site.html 113B
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