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Udemy - ZERO to HERO Python 3 FULL STACK MASTERCLASS 45 AI projects

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视频 2021-11-9 17:20 2024-12-20 00:37 218 14.76 GB 164
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文件列表
  1. 1. Introduction/1. Introduction.mp418.46MB
  2. 1. Introduction/2. Installing Python.mp413.68MB
  3. 1. Introduction/3. Installing Anaconda.mp424.76MB
  4. 10. Python Flow Control/2. Python Flow Control 2. Test Conditions.mp445.54MB
  5. 10. Python Flow Control/3. Python Flow Control 3. For Loops.mp4124.96MB
  6. 10. Python Flow Control/4. Python Flow Control 4. Extending For Loops.mp476.2MB
  7. 10. Python Flow Control/5. Python Flow Control 5. Continue Break.mp481.36MB
  8. 10. Python Flow Control/6. Python Flow Control 6. Augmented Assignment.mp429.04MB
  9. 10. Python Flow Control/7. Python Flow Control 7. While Loops.mp4125.41MB
  10. 10. Python Flow Control/8. Python Flow Control 8. While Loop Challenge.mp468.73MB
  11. 10. Python Flow Control/9. Python Flow Control 9. Exercise.mp469.78MB
  12. 11. Python Lists, Ranges & Tuples/10. Python Lists Ranges Tuples 10. Advanced Exercises.mp472.3MB
  13. 11. Python Lists, Ranges & Tuples/11. Python Lists Ranges Tuples 11. Advanced Exercise Solutions.mp481.81MB
  14. 11. Python Lists, Ranges & Tuples/2. Python Lists Ranges Tuples 2.Intro To Lists.mp4109.46MB
  15. 11. Python Lists, Ranges & Tuples/3. Python Lists Ranges Tuples 3.Lists.mp445.42MB
  16. 11. Python Lists, Ranges & Tuples/4. Python Lists Ranges Tuples 4.List exercise.mp432.35MB
  17. 11. Python Lists, Ranges & Tuples/5. Python Lists Ranges Tuples 5.Iterators.mp4108.27MB
  18. 11. Python Lists, Ranges & Tuples/6. Python Lists Ranges Tuples 6.Ranges.mp4160.63MB
  19. 11. Python Lists, Ranges & Tuples/7. Python Lists Ranges Tuples 7.Slices.mp4162.86MB
  20. 11. Python Lists, Ranges & Tuples/8. Python Lists Ranges Tuples 8.Tuples.mp4150.4MB
  21. 11. Python Lists, Ranges & Tuples/9. Python Lists Ranges Tuples 9. Tuples Continued.mp414.54MB
  22. 12. Python Dictionaries/2. Python Dictionaries 1.Dictionaries and Sets.mp4159.82MB
  23. 12. Python Dictionaries/3. Python Dictionaries 2.Dictionaries Continued.mp440.74MB
  24. 13. Python Input and Output/2. Python Input and Output 2. Text Files.mp4214.13MB
  25. 14. Methods and Functions in Python/1. Methods and Functions in Python 1.Intro.mp48.51MB
  26. 14. Methods and Functions in Python/2. Methods and Functions in Python 2. Methods.mp4117.09MB
  27. 14. Methods and Functions in Python/3. Methods and Functions in Python 3. Functions Part 1.mp4123.46MB
  28. 14. Methods and Functions in Python/4. Methods and Functions in Python 3. Functions Part 2.mp4118.63MB
  29. 14. Methods and Functions in Python/5. Methods and Functions in Python 4. Decorators.mp473.88MB
  30. 14. Methods and Functions in Python/6. Methods and Functions in Python 5. Scope.mp4103.91MB
  31. 14. Methods and Functions in Python/7. Methods and Functions in Python 6. Advanced Methods Part 1.mp4106.82MB
  32. 14. Methods and Functions in Python/8. Methods and Functions in Python 6. Advanced Methods Part 2.mp4115.91MB
  33. 15. Object Oriented Programming/2. Object Oriented Programming - 2.Object Oriented Programming.mp4196.75MB
  34. 15. Object Oriented Programming/3. Oriented Programming - 3.Inheritance Composition.mp4210.22MB
  35. 15. Object Oriented Programming/4. Object Oriented Programming - 4.Class Decorators.mp4140.4MB
  36. 16. Statistics Projects/2. Statistics Projects 1.DescriptiveStatistics.mp4119.83MB
  37. 16. Statistics Projects/3. Statistics Projects 2.ClassicalInferenceProportions.mp493.59MB
  38. 16. Statistics Projects/4. Statistics Projects 3.ClassicalInferenceMeans.mp478.76MB
  39. 17. Bayesian Projects/2. Bayesian Projects 4.BayesianAnalysis.mp452.8MB
  40. 17. Bayesian Projects/3. Bayesian Projects 5.BayesianInferenceProportions.mp4117.09MB
  41. 17. Bayesian Projects/4. Bayesian Projects 6.BayesianInferenceMeans.mp4110.23MB
  42. 17. Bayesian Projects/5. Bayesian Projects 7.Correlations.mp499.99MB
  43. 18. Machine Learning/2. Machine Learning Introduction 8.MachineLearningPrinciples.mp488.06MB
  44. 18. Machine Learning/3. Machine Learning Introduction 9.TrainingMLModes.mp4168.06MB
  45. 18. Machine Learning/4. Machine Learning Introduction 10.EvaluatingModelResults.mp480.14MB
  46. 19. Deep Learning Projects/10. Deep Learning Projects 19.Perceptron.mp466.58MB
  47. 19. Deep Learning Projects/11. Deep Learning Projects 20.TrainingNeuralNetwork.mp4123.36MB
  48. 19. Deep Learning Projects/12. Deep Learning Projects 21.RegressionNeuralNetwork.mp427.03MB
  49. 19. Deep Learning Projects/13. Deep Learning Projects 22. Clustering.mp432.32MB
  50. 19. Deep Learning Projects/14. Deep Learning Projects 23. Evaluative Clustering.mp495.08MB
  51. 19. Deep Learning Projects/15. Deep Learning Projects 24.kmeans.mp472.89MB
  52. 19. Deep Learning Projects/16. Deep Learning Projects 25.Hierarchical.mp4160B
  53. 19. Deep Learning Projects/17. Deep Learning Projects 26. Spectral.mp4107.2MB
  54. 19. Deep Learning Projects/18. Deep Learning Projects 27.PCA.mp451.92MB
  55. 19. Deep Learning Projects/19. Deep Learning Projects 28.SVD.mp463.75MB
  56. 19. Deep Learning Projects/2. Deep Learning Projects 11.knn.mp478.83MB
  57. 19. Deep Learning Projects/20. Deep Learning Projects 29. Low Dimensional.mp439.5MB
  58. 19. Deep Learning Projects/3. Deep Learning Projects 12.DecisionTree.mp4114.52MB
  59. 19. Deep Learning Projects/4. Deep Learning Projects 13.RandomForests.mp469.23MB
  60. 19. Deep Learning Projects/5. Deep Learning Projects 14.OLS.mp461.94MB
  61. 19. Deep Learning Projects/6. Deep Learning Projects 15.EvaluatingLinearModels.mp4105.95MB
  62. 19. Deep Learning Projects/7. Deep Learning Projects 16.RidgeRegression.mp439.83MB
  63. 19. Deep Learning Projects/8. Deep Learning Projects 17.LASSORegression.mp435.31MB
  64. 19. Deep Learning Projects/9. Deep Learning Projects 18.Interpolation.mp4128.8MB
  65. 2. Setting Up Your Software/1. Installing Chrome.mp47.98MB
  66. 2. Setting Up Your Software/2. Installing Atom.mp428.14MB
  67. 2. Setting Up Your Software/3. Installing Visual Code Studio.mp47.31MB
  68. 20. Machine Learning AI/10. Machine Learning AI 4.Data Pre Processing Part 3.mp495.49MB
  69. 20. Machine Learning AI/11. Machine Learning AI 5.Dimentionality Reduction Part 1.mp4103.09MB
  70. 20. Machine Learning AI/12. Machine Learning AI 5.Dimentionality Reduction Part 2.mp4115.57MB
  71. 20. Machine Learning AI/13. Machine Learning AI 5.Dimentionality Reduction Part 3.mp483.06MB
  72. 20. Machine Learning AI/14. Machine Learning AI 6.Hyperparameter Optimization Part 1.mp4102.1MB
  73. 20. Machine Learning AI/15. Machine Learning AI 6.Hyperparameter Optimization Part 2.mp480.28MB
  74. 20. Machine Learning AI/16. Machine Learning AI 6.Hyperparameter Optimization Part 3.mp496.61MB
  75. 20. Machine Learning AI/17. Machine Learning AI 7. Ensemble Learning Part 1.mp4104.38MB
  76. 20. Machine Learning AI/18. Machine Learning AI 7. Ensemble Learning Part 2.mp472.09MB
  77. 20. Machine Learning AI/19. Machine Learning AI 8.Sentiment Analysis Part 1.mp4124.52MB
  78. 20. Machine Learning AI/2. Machine Learning AI 1.Machine Learning.mp474.76MB
  79. 20. Machine Learning AI/20. Machine Learning AI 8.Sentiment Analysis Part 2.mp4140.45MB
  80. 20. Machine Learning AI/21. Machine Learning AI 9.Regression Analysis Part 1.mp499.81MB
  81. 20. Machine Learning AI/22. Machine Learning AI 9.Regression Analysis Part 2.mp480.8MB
  82. 20. Machine Learning AI/23. Machine Learning AI 9.Regression Analysis Part 3.mp441.06MB
  83. 20. Machine Learning AI/24. Machine Learning AI 10.Cluster Analysis Part 1.mp496.67MB
  84. 20. Machine Learning AI/25. Machine Learning AI 10.Cluster Analysis Part 2.mp499.18MB
  85. 20. Machine Learning AI/26. Machine Learning AI 11.Artificial Neural Networks Part 1.mp4114.11MB
  86. 20. Machine Learning AI/27. Machine Learning AI 11.Artificial Neural Networks Part 2.mp490.55MB
  87. 20. Machine Learning AI/28. Machine Learning AI 12.TensorFlow Part 1.mp491.53MB
  88. 20. Machine Learning AI/29. Machine Learning AI 12.TensorFlow Part 2.mp4119.67MB
  89. 20. Machine Learning AI/3. Machine Learning AI 2.Training Algorithms Part 1.mp497.8MB
  90. 20. Machine Learning AI/30. Machine Learning AI 12.TensorFlow Part 3.mp457.53MB
  91. 20. Machine Learning AI/31. Machine Learning AI 13.TensorFlow Workshop Part 1.mp496.95MB
  92. 20. Machine Learning AI/32. Machine Learning AI 13.TensorFlow Workshop Part 2.mp4110.49MB
  93. 20. Machine Learning AI/33. Machine Learning AI 13.TensorFlow Workshop Part 3.mp494.97MB
  94. 20. Machine Learning AI/34. Machine Learning AI 14.CNN for Images Part 1.mp4101.84MB
  95. 20. Machine Learning AI/35. Machine Learning AI 14.CNN for Images Part 2.mp4104.51MB
  96. 20. Machine Learning AI/36. Machine Learning AI 14.CNN for Images Part 3.mp4118.74MB
  97. 20. Machine Learning AI/37. Machine Learning AI 15.Recurrent Neural Network Part 1.mp479.24MB
  98. 20. Machine Learning AI/38. Machine Learning AI 15.Recurrent Neural Network Part 2.mp4119.81MB
  99. 20. Machine Learning AI/39. Machine Learning AI 15.Recurrent Neural Network Part 3.mp497.65MB
  100. 20. Machine Learning AI/4. Machine Learning AI 2.Training Algorithms Part 2.mp4100.02MB
  101. 20. Machine Learning AI/40. Machine Learning AI 15.Recurrent Neural Network Part 4.mp452.01MB
  102. 20. Machine Learning AI/5. Machine Learning AI 3.SciKit Part 1.mp4111.78MB
  103. 20. Machine Learning AI/6. Machine Learning AI 3.SciKit Part 2.mp4109.55MB
  104. 20. Machine Learning AI/7. Machine Learning AI 3.SciKit Part 3.mp491.21MB
  105. 20. Machine Learning AI/8. Machine Learning AI 4.Data Pre Processing Part 1.mp496.06MB
  106. 20. Machine Learning AI/9. Machine Learning AI 4.Data Pre Processing Part 2.mp496.16MB
  107. 21. Amazon Datascience/1. Machine Learning on AWS.mp4364.99MB
  108. 21. Amazon Datascience/2. Jupyter on AWS Part 1.mp479.73MB
  109. 21. Amazon Datascience/3. Jupyter on AWS Part 2.mp4166.34MB
  110. 21. Amazon Datascience/4. Serverless App using Python on AWS Chalice Part 1.mp438.61MB
  111. 3. HTML/10. HTML 7. Tables.mp4129.44MB
  112. 3. HTML/11. HTML 8. Forms.mp4125.69MB
  113. 3. HTML/12. HTML 9. Form Legend.mp449.15MB
  114. 3. HTML/13. HTML 10. Button Forms.mp454.6MB
  115. 3. HTML/14. HTML 11. Quiz Exercise.mp413.42MB
  116. 3. HTML/15. HTML 12. Quiz Exercise Solution.mp435.13MB
  117. 3. HTML/2. HTML 2. Intro To HTML.mp499.61MB
  118. 3. HTML/3. HTML 3. Headers and Paragraphs.mp4112.49MB
  119. 3. HTML/5. HTML 4. Divs and Spans.mp473.9MB
  120. 3. HTML/7. HTML 5. List Types.mp482.54MB
  121. 3. HTML/9. HTML 6. Attributes.mp472.73MB
  122. 4. CSS/2. CSS 2. Colors.mp4118.85MB
  123. 4. CSS/3. CSS 3. Backgrounds.mp4128.42MB
  124. 4. CSS/4. CSS 4. CSS id, classes.mp4118.39MB
  125. 4. CSS/5. CSS 5. CSS Specificity.mp469.71MB
  126. 4. CSS/7. CSS 6. CSS Chrome Console.mp470.6MB
  127. 4. CSS/8. CSS 7. CSS Web Fonts.mp4152.28MB
  128. 4. CSS/9. CSS 8. CSS Box Model.mp487.85MB
  129. 5. Bootstrap/2. Bootstrap 1. Intro to Bootstrap Part 1.mp4171.02MB
  130. 5. Bootstrap/3. Bootstrap 1. Intro to Bootstrap Part 2.mp4100.57MB
  131. 5. Bootstrap/4. Bootstrap 2. Bootstrap Forms.mp4186.61MB
  132. 5. Bootstrap/5. Bootstrap 3. Bootstrap Navbar Part 1.mp4204.87MB
  133. 5. Bootstrap/6. Bootstrap 3. Bootstrap Navbar Part 2.mp4119.31MB
  134. 5. Bootstrap/7. Bootstrap 4. Grids.mp4260.96MB
  135. 5. Bootstrap/8. Bootstrap 5. Test Project.mp492.88MB
  136. 6. Javascript/10. Javascript 8. JS Exercises.mp46.62MB
  137. 6. Javascript/11. Javascript 9. JS Exercise Solutions.mp442.4MB
  138. 6. Javascript/12. Javascript 10. Functions.mp4131.43MB
  139. 6. Javascript/13. Javascript 11. Functions Exercises.mp442.09MB
  140. 6. Javascript/14. Javascript 12. Functions Solutions.mp478.36MB
  141. 6. Javascript/15. Javascript 13. Functions Arrays.mp482.87MB
  142. 6. Javascript/16. Javascript 14. Objects.mp4105.79MB
  143. 6. Javascript/17. Javascript 15. Objects Exercises.mp46.12MB
  144. 6. Javascript/18. Javascript 16. Objects Exercises Solutions.mp410.83MB
  145. 6. Javascript/2. Javascript 2. JS Operators.mp476.44MB
  146. 6. Javascript/3. Javascript 3. JS to HTML Part 1.mp477.51MB
  147. 6. Javascript/4. Javascript 3. JS to HTML Part 2.mp453.45MB
  148. 6. Javascript/5. Javascript 4. JS Operators Part 1.mp457.37MB
  149. 6. Javascript/6. Javascript 4. JS Operators Part 2.mp464.37MB
  150. 6. Javascript/7. Javascript 5. JS Control Flow.mp4122.9MB
  151. 6. Javascript/8. Javascript 6. JS While Loops.mp469.49MB
  152. 6. Javascript/9. Javascript 7. JS for Loops.mp492.14MB
  153. 7. Document Object Model (DOM)/2. DOM 2. DOM Console Part 1.mp4141.62MB
  154. 7. Document Object Model (DOM)/3. DOM 3. DOM Console Part 2.mp452.4MB
  155. 7. Document Object Model (DOM)/4. DOM 4. Event Listeners.mp480.27MB
  156. 7. Document Object Model (DOM)/5. DOM 5. Game Project.mp441.05MB
  157. 8. jQuery/2. jQuery 2. jQuery Basics.mp491.61MB
  158. 8. jQuery/3. jQuery 3. jQuery Events.mp463.21MB
  159. 8. jQuery/4. jQuery 4. jQuery Project.mp4128.18MB
  160. 9. Intro to Python/2. Python 2. Python Numbers.mp471.5MB
  161. 9. Intro to Python/3. Python 3. Python strings.mp4145.29MB
  162. 9. Intro to Python/4. Python 4. Python Lists.mp4132.41MB
  163. 9. Intro to Python/5. Python 5. Dictionaries.mp482.99MB
  164. 9. Intro to Python/6. Python 6. Python Tuples.mp4110.74MB
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