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  1. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/006 Sequential Model-Based Optimization.mp4 114.1 MB
  2. TutsNode.com.txt 63 bytes
  3. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/006 Sequential Model-Based Optimization.en.srt 20.0 KB
  4. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/008 Multivariate Gaussian Distribution.en.srt 19.2 KB
  5. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/013 Scikit-Optimize - 1-Dimension.en.srt 18.8 KB
  6. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/017 Scikit-Optimize - Neuronal Networks.en.srt 18.4 KB
  7. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/003 Course aim and knowledge requirements.en.srt 2.9 KB
  8. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/014 Optimizing parameters of a CNN.en.srt 18.4 KB
  9. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/004 Course Material.en.srt 2.3 KB
  10. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/003 Cross-Validation Schemes.en.srt 16.8 KB
  11. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/005 Jupyter notebooks.html 1.8 KB
  12. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/006 Presentations.html 1.1 KB
  13. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/007 Datasets.html 1.4 KB
  14. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/008 Set up your computer - required packages.html 1.6 KB
  15. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/009 Gaussian Process.en.srt 16.0 KB
  16. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/011 Acquisition Functions.en.srt 15.9 KB
  17. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/005 Bayes Rule.en.srt 14.0 KB
  18. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/002 SMAC Demo.en.srt 13.9 KB
  19. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/02 Hyperparameter Tuning - Overview/001 Parameters and Hyperparameters.en.srt 13.7 KB
  20. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/001 Introduction.en.srt 1.5 KB
  21. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/009 Random Search with Hyperopt.en.srt 13.1 KB
  22. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/001 Cross-Validation.en.srt 11.4 KB
  23. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/005 Creating your Own Metrics.en.srt 11.2 KB
  24. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/02 Hyperparameter Tuning - Overview/002 Hyperparameter Optimization.en.srt 10.8 KB
  25. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/004 Cross-Validation for model error estimation - Demo.en.srt 10.7 KB
  26. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/004 Grid Search - Demo.en.srt 10.3 KB
  27. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/005 Cross-Validation for Hyperparameter Tuning - Demo.en.srt 9.8 KB
  28. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/008 Random Search with Scikit-Optimize.en.srt 9.8 KB
  29. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/002 Classification Metrics (Optional).en.srt 9.6 KB
  30. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/006 Using Scikit-learn Metrics.en.srt 2.5 KB
  31. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/006 Random Search.en.srt 9.5 KB
  32. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/004 TPE Procedure.en.srt 9.4 KB
  33. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/003 Bayesian Inference - Introduction.en.srt 9.3 KB
  34. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/002 Bias vs Variance (Optional).html 1.1 KB
  35. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/002 Manual Search.en.srt 9.1 KB
  36. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/004 Joint and Conditional Probabilities.en.srt 9.1 KB
  37. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/008 Nested Cross-Validation.en.srt 9.0 KB
  38. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/007 Gaussian Distribution.en.srt 8.7 KB
  39. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/006 Special Cross-Validation Schemes.en.srt 8.6 KB
  40. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/009 Nested Cross-Validation - Demo.en.srt 8.6 KB
  41. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/004 Scikit-learn Metrics.en.srt 8.0 KB
  42. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/018 Scikit-Optimize - CNN - Search Analysis.en.srt 8.0 KB
  43. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/015 Analyzing the CNN search.en.srt 8.0 KB
  44. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/002 Course Curriculum.en.srt 7.9 KB
  45. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/010 Kernels.en.srt 7.9 KB
  46. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/007 TPE with Hyperopt.en.srt 7.8 KB
  47. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/001 SMAC.en.srt 7.4 KB
  48. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/014 Scikit-Optimize - Manual Search.en.srt 7.3 KB
  49. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/001 Sequential Search.en.srt 7.1 KB
  50. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/001 Scikit-Optimize.en.srt 7.0 KB
  51. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/007 Random Search - Scikit-learn.en.srt 6.9 KB
  52. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/007 Bayesian search with Gaussian processes.en.srt 6.8 KB
  53. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/001 Basic Search Algorithms - Introduction.en.srt 6.6 KB
  54. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/006 Random search.en.srt 6.4 KB
  55. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/007 Group Cross-Validation - Demo.en.srt 6.3 KB
  56. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/002 Bayesian Optimization.en.srt 5.7 KB
  57. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/005 Grid Search with different hyperparameter spaces.en.srt 2.9 KB
  58. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/015 Scikit-Optimize - Automatic Search.en.srt 5.4 KB
  59. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/011 Bayesian search with Scikit-learn wrapper.en.srt 5.4 KB
  60. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/005 TPE hyperparameters.en.srt 5.2 KB
  61. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/003 Hyperparameter Distributions.en.srt 5.2 KB
  62. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/006 TPE - why tree-structured_.en.srt 4.8 KB
  63. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/016 Scikit-Optimize - Alternative Kernel.en.srt 4.5 KB
  64. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/012 Changing the kernel of a Gaussian Process.en.srt 4.5 KB
  65. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/003 Grid Search.en.srt 4.5 KB
  66. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/001 Introduction.en.srt 4.3 KB
  67. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/003 Tree-structured Parzen Estimators - TPE.en.srt 4.2 KB
  68. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/003 Regression Metrics (Optional).en.srt 4.1 KB
  69. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/009 FAQ.html 3.8 KB
  70. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/008 Bayes search with Random Forests.en.srt 3.7 KB
  71. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/009 Bayes search with GBMs.en.srt 3.7 KB
  72. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/010 Parallelizing a bayesian search.en.srt 3.3 KB
  73. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/004 Defining the hyperparameter space.en.srt 3.0 KB
  74. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/002 Section Content.en.srt 2.8 KB
  75. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/005 Defining the objective function.en.srt 2.5 KB
  76. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/012 Additional Reading Resources.html 2.2 KB
  77. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/09 Moving Forward/001 What's next_.html 1.6 KB
  78. [TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
  79. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/013 Optimizing xgboost.html 1.2 KB
  80. .pad/0 357.4 KB
  81. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/014 Optimizing parameters of a CNN.mp4 111.4 MB
  82. .pad/1 640.7 KB
  83. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/017 Scikit-Optimize - Neuronal Networks.mp4 111.3 MB
  84. .pad/2 670.6 KB
  85. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/002 SMAC Demo.mp4 99.6 MB
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  87. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/013 Scikit-Optimize - 1-Dimension.mp4 97.2 MB
  88. .pad/4 798.3 KB
  89. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/008 Multivariate Gaussian Distribution.mp4 83.9 MB
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  91. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/011 Acquisition Functions.mp4 82.3 MB
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  93. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/009 Random Search with Hyperopt.mp4 81.1 MB
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  95. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/003 Cross-Validation Schemes.mp4 79.8 MB
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  97. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/009 Gaussian Process.mp4 76.2 MB
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  99. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/005 Bayes Rule.mp4 67.8 MB
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  101. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/004 Cross-Validation for model error estimation - Demo.mp4 65.8 MB
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  103. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/005 Creating your Own Metrics.mp4 64.5 MB
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  105. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/02 Hyperparameter Tuning - Overview/001 Parameters and Hyperparameters.mp4 62.3 MB
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  107. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/001 Introduction.mp4 61.7 MB
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  109. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/004 Grid Search - Demo.mp4 59.4 MB
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  111. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/001 Cross-Validation.mp4 57.7 MB
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  113. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/005 Cross-Validation for Hyperparameter Tuning - Demo.mp4 56.8 MB
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  115. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/009 Nested Cross-Validation - Demo.mp4 55.3 MB
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  117. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/02 Hyperparameter Tuning - Overview/002 Hyperparameter Optimization.mp4 50.8 MB
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  119. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/007 TPE with Hyperopt.mp4 50.0 MB
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  123. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/008 Random Search with Scikit-Optimize.mp4 48.3 MB
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  125. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/004 Joint and Conditional Probabilities.mp4 46.2 MB
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  127. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/004 Scikit-learn Metrics.mp4 45.9 MB
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  129. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/007 Random Search - Scikit-learn.mp4 44.2 MB
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  131. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/003 Bayesian Inference - Introduction.mp4 43.4 MB
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  133. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/007 Group Cross-Validation - Demo.mp4 43.3 MB
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  135. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/002 Manual Search.mp4 43.1 MB
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  137. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/002 Classification Metrics (Optional).mp4 42.9 MB
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  139. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/004 TPE Procedure.mp4 42.3 MB
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  145. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/006 Random search.mp4 38.2 MB
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  147. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/015 Analyzing the CNN search.mp4 37.1 MB
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  149. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/018 Scikit-Optimize - CNN - Search Analysis.mp4 37.1 MB
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  151. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/014 Scikit-Optimize - Manual Search.mp4 35.9 MB
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  153. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/007 Bayesian search with Gaussian processes.mp4 35.2 MB
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  155. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/002 Course Curriculum.mp4 34.9 MB
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  157. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/007 Gaussian Distribution.mp4 34.6 MB
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  159. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/001 SMAC.mp4 32.6 MB
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  161. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/015 Scikit-Optimize - Automatic Search.mp4 30.9 MB
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  163. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/011 Bayesian search with Scikit-learn wrapper.mp4 30.9 MB
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  165. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/001 Sequential Search.mp4 30.6 MB
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  167. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/010 Kernels.mp4 30.3 MB
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  169. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/010 Parallelizing a bayesian search.mp4 26.1 MB
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  171. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/006 TPE - why tree-structured_.mp4 25.8 MB
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  173. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/001 Basic Search Algorithms - Introduction.mp4 25.5 MB
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  175. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/012 Changing the kernel of a Gaussian Process.mp4 25.0 MB
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  177. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/016 Scikit-Optimize - Alternative Kernel.mp4 25.0 MB
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  179. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/001 Scikit-Optimize.mp4 24.8 MB
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  181. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/003 Hyperparameter Distributions.mp4 24.1 MB
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  183. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/005 TPE hyperparameters.mp4 23.2 MB
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  185. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/009 Bayes search with GBMs.mp4 23.0 MB
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  187. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/008 Bayes search with Random Forests.mp4 23.0 MB
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  189. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/002 Bayesian Optimization.mp4 22.4 MB
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  191. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/003 Tree-structured Parzen Estimators - TPE.mp4 19.3 MB
  192. .pad/56 739.9 KB
  193. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/005 Grid Search with different hyperparameter spaces.mp4 18.4 MB
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  195. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/006 Using Scikit-learn Metrics.mp4 17.8 MB
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  197. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/004 Defining the hyperparameter space.mp4 17.2 MB
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  199. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/003 Regression Metrics (Optional).mp4 16.6 MB
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  201. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/003 Grid Search.mp4 16.3 MB
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  203. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/003 Course aim and knowledge requirements.mp4 15.5 MB
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  205. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/002 Section Content.mp4 12.5 MB
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  209. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/004 Course Material.mp4 10.1 MB
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  211. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/001 Introduction.mp4 5.8 MB

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