Udemy - Building your own Neural Network from Scratch with Python 2021

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Udemy  Building  your  own  Neural  Network  from  Scratch  with  Python  2021  
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Files
  1. 5. Neural Networks/3. Training and Optimization.mp4 366.19MB
  2. 1. Introduction/1. Welcome.mp4 3.82MB
  3. 1. Introduction/1. Welcome.srt 1.96KB
  4. 1. Introduction/2. General Introduction.mp4 53.97MB
  5. 1. Introduction/2. General Introduction.srt 12.75KB
  6. 1. Introduction/3. About this Course.mp4 7.25MB
  7. 1. Introduction/3. About this Course.srt 2.82KB
  8. 2. Essential Python Programming/1. Python Installation.mp4 18.15MB
  9. 2. Essential Python Programming/1. Python Installation.srt 4.80KB
  10. 2. Essential Python Programming/2. Variables and Basic Operators.mp4 134.93MB
  11. 2. Essential Python Programming/2. Variables and Basic Operators.srt 30.98KB
  12. 2. Essential Python Programming/3. Conditional Statements.mp4 89.56MB
  13. 2. Essential Python Programming/3. Conditional Statements.srt 19.10KB
  14. 2. Essential Python Programming/4. Loops.mp4 93.20MB
  15. 2. Essential Python Programming/4. Loops.srt 24.85KB
  16. 2. Essential Python Programming/5. Methods.mp4 88.44MB
  17. 2. Essential Python Programming/5. Methods.srt 23.64KB
  18. 2. Essential Python Programming/6. Objects and Classes.mp4 59.12MB
  19. 2. Essential Python Programming/6. Objects and Classes.srt 16.47KB
  20. 2. Essential Python Programming/7. Operator Overloading.mp4 52.88MB
  21. 2. Essential Python Programming/7. Operator Overloading.srt 13.05KB
  22. 2. Essential Python Programming/8. Method Types.mp4 48.35MB
  23. 2. Essential Python Programming/8. Method Types.srt 10.41KB
  24. 2. Essential Python Programming/9. Inheritance.mp4 57.34MB
  25. 2. Essential Python Programming/9. Inheritance.srt 12.12KB
  26. 2. Essential Python Programming/10. Encapsulation.mp4 11.59MB
  27. 2. Essential Python Programming/10. Encapsulation.srt 2.38KB
  28. 2. Essential Python Programming/11. Polymorphism.mp4 13.40MB
  29. 2. Essential Python Programming/11. Polymorphism.srt 2.78KB
  30. 2. Essential Python Programming/12. Decorators.mp4 90.75MB
  31. 2. Essential Python Programming/12. Decorators.srt 19.81KB
  32. 2. Essential Python Programming/13. Generators.mp4 46.57MB
  33. 2. Essential Python Programming/13. Generators.srt 9.92KB
  34. 2. Essential Python Programming/14. Numpy Package.mp4 207.96MB
  35. 2. Essential Python Programming/14. Numpy Package.srt 55.78KB
  36. 2. Essential Python Programming/15. Introduction to Matplotlib.mp4 21.53MB
  37. 2. Essential Python Programming/15. Introduction to Matplotlib.srt 5.12KB
  38. 3. Introduction to Machine Learning/1. Task - Machine Learning Development Life Cycle.mp4 80.32MB
  39. 3. Introduction to Machine Learning/1. Task - Machine Learning Development Life Cycle.srt 16.14KB
  40. 3. Introduction to Machine Learning/2. Data - Machine Learning Development Life Cycle.mp4 82.70MB
  41. 3. Introduction to Machine Learning/2. Data - Machine Learning Development Life Cycle.srt 18.29KB
  42. 3. Introduction to Machine Learning/3. Model - Machine Learning Development Life Cycle.mp4 98.58MB
  43. 3. Introduction to Machine Learning/3. Model - Machine Learning Development Life Cycle.srt 21.69KB
  44. 3. Introduction to Machine Learning/4. Error Sanctioning - Machine Learning Development Life Cycle.mp4 178.96MB
  45. 3. Introduction to Machine Learning/4. Error Sanctioning - Machine Learning Development Life Cycle.srt 32.96KB
  46. 3. Introduction to Machine Learning/5. Linear Regression.mp4 240.97MB
  47. 3. Introduction to Machine Learning/5. Linear Regression.srt 51.04KB
  48. 3. Introduction to Machine Learning/6. Logistic Regression.mp4 229.44MB
  49. 3. Introduction to Machine Learning/6. Logistic Regression.srt 40.00KB
  50. 3. Introduction to Machine Learning/7. Linear Regression Practice.mp4 130.21MB
  51. 3. Introduction to Machine Learning/7. Linear Regression Practice.srt 29.54KB
  52. 3. Introduction to Machine Learning/8. Logistic Regression Practice.mp4 72.46MB
  53. 3. Introduction to Machine Learning/8. Logistic Regression Practice.srt 16.22KB
  54. 3. Introduction to Machine Learning/9. Optimization.mp4 126.91MB
  55. 3. Introduction to Machine Learning/9. Optimization.srt 24.05KB
  56. 3. Introduction to Machine Learning/10. Performance Measurement.mp4 210.21MB
  57. 3. Introduction to Machine Learning/10. Performance Measurement.srt 42.17KB
  58. 3. Introduction to Machine Learning/11. Validation and Testing.mp4 42.57MB
  59. 3. Introduction to Machine Learning/11. Validation and Testing.srt 10.07KB
  60. 4. Softmax Regression/1. Data.mp4 48.62MB
  61. 4. Softmax Regression/1. Data.srt 6.26KB
  62. 4. Softmax Regression/2. Modeling.mp4 36.31MB
  63. 4. Softmax Regression/2. Modeling.srt 8.16KB
  64. 4. Softmax Regression/3. Error Sanctioning.mp4 47.11MB
  65. 4. Softmax Regression/3. Error Sanctioning.srt 11.32KB
  66. 4. Softmax Regression/4. Training and Optimization.mp4 207.02MB
  67. 4. Softmax Regression/4. Training and Optimization.srt 41.07KB
  68. 4. Softmax Regression/5. Performance Measurement.mp4 62.55MB
  69. 4. Softmax Regression/5. Performance Measurement.srt 10.90KB
  70. 5. Neural Networks/1. Modeling.mp4 186.30MB
  71. 5. Neural Networks/1. Modeling.srt 32.86KB
  72. 5. Neural Networks/2. Error Sanctioning.mp4 8.46MB
  73. 5. Neural Networks/2. Error Sanctioning.srt 2.26KB
  74. Readme.txt 147B
  75. 5. Neural Networks/3. Training and Optimization.srt 55.61KB
  76. 5. Neural Networks/4. Training and Optimization Practice.mp4 212.58MB
  77. 5. Neural Networks/4. Training and Optimization Practice.srt 41.09KB
  78. 5. Neural Networks/5. Performance Measurement.mp4 22.23MB
  79. 5. Neural Networks/5. Performance Measurement.srt 4.39KB
  80. 5. Neural Networks/6. Validation and Testing.mp4 58.96MB
  81. 5. Neural Networks/6. Validation and Testing.srt 10.34KB
  82. 5. Neural Networks/7. Solving Overfitting and Underfitting.mp4 164.39MB
  83. 5. Neural Networks/7. Solving Overfitting and Underfitting.srt 28.99KB
  84. 5. Neural Networks/8. Shuffling.mp4 5.79MB
  85. 5. Neural Networks/8. Shuffling.srt 1.35KB
  86. 5. Neural Networks/9. Ensembling.mp4 4.47MB
  87. 5. Neural Networks/9. Ensembling.srt 800B
  88. 5. Neural Networks/10. Weight Initialization.mp4 103.20MB
  89. 5. Neural Networks/10. Weight Initialization.srt 18.65KB
  90. 5. Neural Networks/11. Data Imbalance.mp4 27.43MB
  91. 5. Neural Networks/11. Data Imbalance.srt 6.01KB
  92. 5. Neural Networks/12. Learning rate decay.mp4 12.43MB
  93. 5. Neural Networks/12. Learning rate decay.srt 2.84KB
  94. 5. Neural Networks/13. Normalization.mp4 100.83MB
  95. 5. Neural Networks/13. Normalization.srt 19.59KB
  96. 5. Neural Networks/14. Hyperparameter tuning.mp4 14.46MB
  97. 5. Neural Networks/14. Hyperparameter tuning.srt 3.60KB
  98. 5. Neural Networks/15. In Class Exercise.mp4 27.58MB
  99. 5. Neural Networks/15. In Class Exercise.srt 4.89KB