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Learn Python for Data Science & Machine Learning from AZ

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文件列表

  1. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/127 - PCA Image Compression.mp4 250MB
  2. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/100 - Implementing Random Forests from scratch Part 1.mp4 203MB
  3. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/85 - ID3 Putting Everything Together.mp4 182MB
  4. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/68 - EDA on Iris Dataset.mp4 162MB
  5. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/81 - What is Entropy and Information Gain.mp4 136MB
  6. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/129 - PCA Biplot and the Screen Plot.mp4 136MB
  7. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/6 - How To Get a Data Science Job.mp4 131MB
  8. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/5 - What is a Data Scientist.mp4 127MB
  9. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/113 - SVM Kernel Types.mp4 126MB
  10. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/80 - EDA on Adult Dataset.mp4 123MB
  11. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/86 - Evaluating our ID3 implementation.mp4 122MB
  12. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/128 - PCA Data Preprocessing.mp4 120MB
  13. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/91 - Pruning.mp4 113MB
  14. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/115 - SVM with Nonlinear Dataset.mp4 112MB
  15. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/13 - Linear and Logistic Regression/63 - Linear Regression Correlation Methods.mp4 110MB
  16. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/18 - Kmeans/120 - Data Standardization.mp4 110MB
  17. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/28 - Python Dictionaries.mp4 104MB
  18. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/114 - SVM with Linear Dataset Iris.mp4 102MB
  19. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/18 - Kmeans/118 - Unsupervised Machine Learning Intro.mp4 101MB
  20. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/9 - Machine Learning/56 - Introduction To Machine Learning.mp4 99MB
  21. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/96 - What is Ensemble Learning.mp4 92MB
  22. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/72 - Hyperparameter tuning using the crossvalidation.mp4 90MB
  23. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/2 - Data Science & Machine Learning Concepts/9 - What is Data Science.mp4 88MB
  24. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/70 - Implement the KNN algorithm from scratch.mp4 87MB
  25. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/20 - Python Operators.mp4 87MB
  26. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/107 - AdaBoost Part 2.mp4 86MB
  27. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/82 - The Decision Tree ID3 algorithm from scratch Part 1.mp4 85MB
  28. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/2 - Data Science & Machine Learning Concepts/10 - What is Machine Learning.mp4 83MB
  29. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/18 - Kmeans/119 - Unsupervised Machine Learning Continued.mp4 83MB
  30. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/90 - Decision Trees Hyperparameters.mp4 81MB
  31. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/4 - Data Science Job Roles.mp4 80MB
  32. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/7 - Data Science Projects Overview.mp4 79MB
  33. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/2 - Data Science & Machine Learning Concepts/11 - Machine Learning Concepts & Algorithms.mp4 78MB
  34. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/2 - Data Science & Machine Learning Concepts/12 - What is Deep Learning.mp4 78MB
  35. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/112 - Kernel Trick.mp4 77MB
  36. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/74 - Manhattan vs Euclidean Distance.mp4 76MB
  37. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/2 - Data Science & Machine Learning Concepts/13 - Machine Learning vs Deep Learning.mp4 76MB
  38. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/8 - Python Data Visualization/53 - Data Visualization Overview.mp4 73MB
  39. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/7 - Pandas Data Analysis/52 - Introduction to Pandas Continued.mp4 71MB
  40. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/32 - Object Oriented Programming in Python.mp4 70MB
  41. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/130 - PCA Feature Scaling and Screen Plot.mp4 68MB
  42. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/88 - Visualizing the tree.mp4 68MB
  43. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/132 - PCA Visualization.mp4 68MB
  44. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/110 - Hard vs Soft Margins.mp4 66MB
  45. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/87 - Compare with Sklearn implementation.mp4 66MB
  46. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/83 - The Decision Tree ID3 algorithm from scratch Part 2.mp4 64MB
  47. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/31 - Python Functions.mp4 63MB
  48. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/5 - Probability & Hypothesis Testing/44 - Hypothesis Testing Overview.mp4 61MB
  49. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/26 - More about Lists.mp4 60MB
  50. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/124 - PCA Algorithm Steps Mathematics.mp4 58MB
  51. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/22 - Python Strings.mp4 56MB
  52. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/97 - What is Bootstrap Sampling.mp4 56MB
  53. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/23 - Python Conditional Statements.mp4 55MB
  54. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/27 - Python Tuples.mp4 55MB
  55. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/10 - Data Loading & Exploration/57 - Exploratory Data Analysis.mp4 51MB
  56. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/101 - Implementing Random Forests from scratch Part 2.mp4 51MB
  57. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/75 - Feature scaling in KNN.mp4 49MB
  58. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/109 - SVM intuition.mp4 49MB
  59. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/93 - Decision Trees Pros and Cons.mp4 48MB
  60. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/122 - What is PCA.mp4 47MB
  61. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/30 - Compound Data Types & When to use each one.mp4 47MB
  62. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/2 - Data Science Machine Learning Marketplace.mp4 47MB
  63. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/7 - Pandas Data Analysis/51 - Introduction to Pandas.mp4 47MB
  64. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/76 - Curse of dimensionality.mp4 46MB
  65. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/38 - Inferential Statistics.mp4 45MB
  66. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/99 - OutofBag Error OOB Error.mp4 42MB
  67. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/8 - Python Data Visualization/54 - Different Data Visualization Libraries in Python.mp4 41MB
  68. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/47 - NumPy Arrays Basics.mp4 40MB
  69. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/103 - Random Forests HyperParameters.mp4 40MB
  70. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/117 - Project Voice Gender Recognition using SVM.mp4 40MB
  71. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/125 - Covariance Matrix vs SVD.mp4 39MB
  72. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/18 - Python Variables Booleans and None.mp4 38MB
  73. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/35 - Measure of Variability.mp4 38MB
  74. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/133 - Creating A Data Science Resume.mp4 37MB
  75. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/131 - PCA Supervised vs Unsupervised.mp4 36MB
  76. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/105 - What is Boosting.mp4 35MB
  77. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/108 - SVM Outline.mp4 35MB
  78. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/19 - Getting Started with Google Colab.mp4 35MB
  79. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/48 - NumPy Array Indexing.mp4 35MB
  80. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/45 - Intro NumPy Array Data Types.mp4 35MB
  81. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/36 - Measure of Variability Continued.mp4 35MB
  82. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/84 - The Decision Tree ID3 algorithm from scratch Part 3.mp4 33MB
  83. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/5 - Probability & Hypothesis Testing/43 - Relative Frequency.mp4 33MB
  84. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/46 - NumPy Arrays.mp4 32MB
  85. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/121 - PCA Section Overview.mp4 32MB
  86. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/89 - Plot the features importance.mp4 32MB
  87. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/13 - Linear and Logistic Regression/61 - Linear Regression Intro.mp4 31MB
  88. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/138 - Personal Branding.mp4 30MB
  89. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/78 - KNN pros and cons.mp4 30MB
  90. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/136 - Getting Started with Freelancing.mp4 30MB
  91. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/11 - Data Cleaning/59 - Data Cleaning.mp4 30MB
  92. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/137 - Top Freelance Websites.mp4 30MB
  93. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/98 - What is Bagging.mp4 29MB
  94. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/29 - Python Sets.mp4 29MB
  95. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/3 - Data Science Job Opportunities.mp4 29MB
  96. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/77 - KNN use cases.mp4 29MB
  97. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/102 - Compare with sklearn implementation.mp4 28MB
  98. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/8 - Python Data Visualization/55 - Python Data Visualization Implementation.mp4 27MB
  99. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/5 - Probability & Hypothesis Testing/41 - What Exactly is Probability.mp4 27MB
  100. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/40 - Sampling Distribution.mp4 26MB
  101. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/21 - Python Numbers & Booleans.mp4 26MB
  102. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/24 - Python For Loops and While Loops.mp4 26MB
  103. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/106 - AdaBoost Part 1.mp4 26MB
  104. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/116 - SVM with Regression.mp4 25MB
  105. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/135 - How to Contact Recruiters.mp4 25MB
  106. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/71 - Compare the result with the sklearn library.mp4 25MB
  107. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/139 - Networking Dos and Donts.mp4 24MB
  108. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/37 - Measures of Variable Relationship.mp4 24MB
  109. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/134 - Data Science Cover Letter.mp4 23MB
  110. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/34 - Descriptive Statistics.mp4 21MB
  111. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/25 - Python Lists.mp4 21MB
  112. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/33 - Intro To Statistics.mp4 21MB
  113. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/17 - Support Vector Machines/111 - C hyperparameter.mp4 21MB
  114. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/104 - Random Forests Pros and Cons.mp4 20MB
  115. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/123 - PCA Drawbacks.mp4 19MB
  116. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/11 - Data Cleaning/58 - Feature Scaling.mp4 19MB
  117. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/92 - Optional Gain Ration.mp4 19MB
  118. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/12 - Feature Selecting and Engineering/60 - Feature Engineering.mp4 18MB
  119. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/14 - What is Programming.mp4 18MB
  120. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/50 - Broadcasting.mp4 18MB
  121. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/13 - Linear and Logistic Regression/64 - Linear Regression Implementation.mp4 18MB
  122. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/1 - Introduction/1 - Who is This Course For.mp4 17MB
  123. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/49 - NumPy Array Computations.mp4 17MB
  124. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/73 - The decision boundary visualization.mp4 17MB
  125. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/79 - Decision Trees Section Overview.mp4 16MB
  126. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/15 - Why Python for Data Science.mp4 16MB
  127. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/16 - Ensemble Learning and Random Forests/95 - Ensemble Learning Section Overview.mp4 16MB
  128. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/13 - Linear and Logistic Regression/62 - Gradient Descent.mp4 16MB
  129. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/67 - parametric vs nonparametric models.mp4 16MB
  130. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/20 - Data Science Career/140 - Importance of a Website.mp4 15MB
  131. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/94 - Project Predict whether income exceeds 50Kyr Overview.mp4 15MB
  132. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/5 - Probability & Hypothesis Testing/42 - Expected Values.mp4 15MB
  133. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/16 - What is Jupyter.mp4 15MB
  134. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/2 - Data Science & Machine Learning Concepts/8 - Why We Use Python.mp4 14MB
  135. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/66 - KNN Overview.mp4 13MB
  136. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/126 - PCA Main Applications.mp4 10MB
  137. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/13 - Linear and Logistic Regression/65 - Logistic Regression.mp4 9MB
  138. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/17 - What is Google Colab.mp4 8MB
  139. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/14 - K Nearest Neighbors/69 - The KNN Intuition.mp4 8MB
  140. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/4 - Statistics for Data Science/39 - Measure of Asymmetry.mp4 7MB
  141. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/80 - adultdata.csv 4MB
  142. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/19 - PCA/121 - PCAipynb 3MB
  143. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/15 - Decision Trees/80 - adulttest.csv 2MB
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  260. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/3 - Python For Data Science/15 - PythonBasics.pdf 128KB
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  268. [TutsNode.net] - Learn Python for Data Science & Machine Learning from AZ/6 - NumPy Data Analysis/45 - NumPyBasics.pdf 77KB
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