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Udemy - Machine Learning & Deep Learning Projects for Beginners 2023

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文件列表

  1. 02 - Project 1 Breast Cancer Detection/6 - Data Preprocessing Part 2.mp4 182MB
  2. 13 - Project 12 Binary Data Classification with ANN/66 - Binary Data Classification Step 2.mp4 171MB
  3. 02 - Project 1 Breast Cancer Detection/9 - Hyperparameter Tuning using Randomized search.mp4 171MB
  4. 05 - Project 4 House price prediction/25 - Data Preprocessing Part 1.mp4 159MB
  5. 03 - Project 2 Customer churn rate prediction/17 - Hyperparameter Tuning using Randomized Search.mp4 154MB
  6. 18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/87 - Predicting the Bank Customer Satisfaction Step 2.mp4 151MB
  7. 24 - Project 23 Movie Review Classification with NLTK/110 - Movie Review Classifivation with NLTK Step 2.mp4 146MB
  8. 12 - Project 11 Multiclass image classification with ANN/60 - Step 2 Data Preprocessing.mp4 143MB
  9. 05 - Project 4 House price prediction/26 - Data Preprocessing Part 2.mp4 143MB
  10. 24 - Project 23 Movie Review Classification with NLTK/109 - Movie Review Classifivation with NLTK Step 1.mp4 135MB
  11. 14 - Project 13 Object Recognition in Images with CNN/72 - Object Recognition in Images Step 3.mp4 134MB
  12. 02 - Project 1 Breast Cancer Detection/5 - Data Preprocessing Part 1.mp4 133MB
  13. 02 - Project 1 Breast Cancer Detection/7 - Logistic Regression.mp4 131MB
  14. 03 - Project 2 Customer churn rate prediction/12 - Data Preprocessing part 1.mp4 126MB
  15. 22 - Project 21 Google Stock Price Prediction with RNN and LSTM/103 - Google Stock Price Prediction with RNN and LSTM Step 4.mp4 120MB
  16. 22 - Project 21 Google Stock Price Prediction with RNN and LSTM/100 - Google Stock Price Prediction with RNN and LSTM Step 1.mp4 117MB
  17. 07 - Project 6 Credit card fraud detection/37 - Data Preprocessing Part 2.mp4 113MB
  18. 05 - Project 4 House price prediction/28 - Hyperparameter Tuning using Randomized Search.mp4 111MB
  19. 19 - Project 18 Credit Card Fraud Detection with CNN/91 - Credit Card Fraud Detection with CNN Step 2.mp4 108MB
  20. 06 - Project 5 E signing of customers based on financial data/31 - Data Preprocessing Part 2.mp4 107MB
  21. 04 - Project 3 Medical insurance premium prediction/21 - Data Preprocessing Part 2.mp4 106MB
  22. 03 - Project 2 Customer churn rate prediction/13 - Data Preprocessing part 2.mp4 105MB
  23. 17 - Project 16 Breast Cancer Detection with CNN/83 - Breast Cancer Detection with CNN Step 1.mp4 103MB
  24. 08 - Project 7 Employee Attrition Prediction/44 - Hyperparameter Tuning using Randomized Search.mp4 102MB
  25. 15 - Project 14 Binary Image Classification with CNN/77 - Binary Image Classification Step 3.mp4 102MB
  26. 10 - Project 9 Used Car Price Prediction/53 - HyperParameter tuning and predicting the results.mp4 101MB
  27. 09 - Project 8 Customer Segmentation/47 - Data Preprocessing.mp4 101MB
  28. 19 - Project 18 Credit Card Fraud Detection with CNN/92 - Credit Card Fraud Detection with CNN Step 3.mp4 97MB
  29. 09 - Project 8 Customer Segmentation/48 - Building the model and predicting results.mp4 96MB
  30. 08 - Project 7 Employee Attrition Prediction/42 - Data Preprocessing Part 2.mp4 96MB
  31. 06 - Project 5 E signing of customers based on financial data/32 - Building and Finalizing the model.mp4 93MB
  32. 05 - Project 4 House price prediction/27 - Building and Finalizing the model.mp4 92MB
  33. 07 - Project 6 Credit card fraud detection/38 - Building and Finalizing the model.mp4 92MB
  34. 18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/88 - Predicting the Bank Customer Satisfaction Step 3.mp4 91MB
  35. 19 - Project 18 Credit Card Fraud Detection with CNN/90 - Credit Card Fraud Detection with CNN Step 1.mp4 90MB
  36. 06 - Project 5 E signing of customers based on financial data/33 - Hyperparameter Tuning using Randomized Search.mp4 89MB
  37. 08 - Project 7 Employee Attrition Prediction/41 - Data Preprocessing Part 1.mp4 89MB
  38. 03 - Project 2 Customer churn rate prediction/14 - Logistic Regression.mp4 89MB
  39. 08 - Project 7 Employee Attrition Prediction/43 - Building and Finalizing the model.mp4 88MB
  40. 15 - Project 14 Binary Image Classification with CNN/78 - Binary Image Classification Step 4.mp4 88MB
  41. 11 - Project 10 Restaurant Reviews Classification/55 - Data Preprocessing Part 1.mp4 87MB
  42. 15 - Project 14 Binary Image Classification with CNN/76 - Binary Image Classification Step 2.mp4 86MB
  43. 22 - Project 21 Google Stock Price Prediction with RNN and LSTM/102 - Google Stock Price Prediction with RNN and LSTM Step 3.mp4 85MB
  44. 18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/86 - Predicting the Bank Customer Satisfaction Step 1.mp4 84MB
  45. 04 - Project 3 Medical insurance premium prediction/22 - Building and Finalizing the model.mp4 84MB
  46. 21 - Project 20 Multiclass Image Classification with RNN LSTM/98 - Multiclass Image Classification with RNN LSTM Step 2.mp4 83MB
  47. 06 - Project 5 E signing of customers based on financial data/30 - Data Preprocessing Part 1.mp4 82MB
  48. 23 - Project 22 Transfer Learning for Cats and Dogs Classification/105 - Cats and Dogs Classification Step 1.mp4 82MB
  49. 23 - Project 22 Transfer Learning for Cats and Dogs Classification/107 - Cats and Dogs Classification Step 3.mp4 81MB
  50. 12 - Project 11 Multiclass image classification with ANN/64 - Step 5 Model evaluation and performance.mp4 80MB
  51. 12 - Project 11 Multiclass image classification with ANN/62 - Step 3 Building the Model.mp4 79MB
  52. 04 - Project 3 Medical insurance premium prediction/20 - Data Preprocessing Part 1.mp4 77MB
  53. 10 - Project 9 Used Car Price Prediction/50 - Data Preprocessing Part 1.mp4 75MB
  54. 12 - Project 11 Multiclass image classification with ANN/63 - Step 4 Training the Model.mp4 70MB
  55. 21 - Project 20 Multiclass Image Classification with RNN LSTM/99 - Multiclass Image Classification with RNN LSTM Step 3.mp4 69MB
  56. 16 - Project 15 Digit Recognition with CNN/81 - Digit Recognition with CNN Step 2.mp4 68MB
  57. 10 - Project 9 Used Car Price Prediction/51 - Data Preprocessing Part 2.mp4 68MB
  58. 16 - Project 15 Digit Recognition with CNN/80 - Digit Recognition with CNN Step 1.mp4 68MB
  59. 13 - Project 12 Binary Data Classification with ANN/67 - Binary Data Classification Step 3.mp4 67MB
  60. 20 - Project 19 IMDB Review Classification with RNN LSTM/96 - IMDB Review Classification with RNN LSTM Step 3.mp4 66MB
  61. 16 - Project 15 Digit Recognition with CNN/82 - Digit Recognition with CNN Step 3.mp4 66MB
  62. 18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/89 - Predicting the Bank Customer Satisfaction Step 4.mp4 63MB
  63. 10 - Project 9 Used Car Price Prediction/52 - Building and finalizing the Model.mp4 63MB
  64. 19 - Project 18 Credit Card Fraud Detection with CNN/93 - Credit Card Fraud Detection with CNN Step 4.mp4 63MB
  65. 20 - Project 19 IMDB Review Classification with RNN LSTM/94 - IMDB Review Classification with RNN LSTM Step 1.mp4 62MB
  66. 23 - Project 22 Transfer Learning for Cats and Dogs Classification/106 - Cats and Dogs Classification Step 2.mp4 62MB
  67. 02 - Project 1 Breast Cancer Detection/8 - Random Forest Classifier.mp4 61MB
  68. 14 - Project 13 Object Recognition in Images with CNN/71 - Object Recognition in Images Step 2.mp4 60MB
  69. 22 - Project 21 Google Stock Price Prediction with RNN and LSTM/101 - Google Stock Price Prediction with RNN and LSTM Step 2.mp4 58MB
  70. 17 - Project 16 Breast Cancer Detection with CNN/84 - Breast Cancer Detection with CNN Step 2.mp4 58MB
  71. 20 - Project 19 IMDB Review Classification with RNN LSTM/95 - IMDB Review Classification with RNN LSTM Step 2.mp4 57MB
  72. 21 - Project 20 Multiclass Image Classification with RNN LSTM/97 - Multiclass Image Classification with RNN LSTM Step 1.mp4 57MB
  73. 13 - Project 12 Binary Data Classification with ANN/69 - Binary Data Classification Step 5.mp4 57MB
  74. 11 - Project 10 Restaurant Reviews Classification/58 - Building and Finalizing the Model.mp4 55MB
  75. 15 - Project 14 Binary Image Classification with CNN/79 - Binary Image Classification Step 5.mp4 55MB
  76. 17 - Project 16 Breast Cancer Detection with CNN/85 - Breast Cancer Detection with CNN Step 3.mp4 54MB
  77. 14 - Project 13 Object Recognition in Images with CNN/74 - Object Recognition in Images Step 5.mp4 51MB
  78. 23 - Project 22 Transfer Learning for Cats and Dogs Classification/108 - Cats and Dogs Classification Step 4.mp4 51MB
  79. 07 - Project 6 Credit card fraud detection/36 - Data Preprocessing Part 1.mp4 48MB
  80. 03 - Project 2 Customer churn rate prediction/15 - Random Forest Classifier.mp4 47MB
  81. 02 - Project 1 Breast Cancer Detection/4 - Business Problem.mp4 46MB
  82. 11 - Project 10 Restaurant Reviews Classification/56 - Data Preprocessing Part 2.mp4 42MB
  83. 14 - Project 13 Object Recognition in Images with CNN/73 - Object Recognition in Images Step 4.mp4 41MB
  84. 03 - Project 2 Customer churn rate prediction/16 - XGBoost Classifier.mp4 39MB
  85. 04 - Project 3 Medical insurance premium prediction/23 - Predicting a single observation.mp4 38MB
  86. 11 - Project 10 Restaurant Reviews Classification/57 - Data Preprocessing Part 3.mp4 35MB
  87. 02 - Project 1 Breast Cancer Detection/10 - Predicting a Single Observation.mp4 34MB
  88. 03 - Project 2 Customer churn rate prediction/11 - Business Problem.mp4 33MB
  89. 12 - Project 11 Multiclass image classification with ANN/59 - Step 1 Installation and Setup.mp4 33MB
  90. 05 - Project 4 House price prediction/24 - Business Problem.mp4 32MB
  91. 07 - Project 6 Credit card fraud detection/35 - Business Problem.mp4 31MB
  92. 06 - Project 5 E signing of customers based on financial data/29 - Business Problem.mp4 30MB
  93. 09 - Project 8 Customer Segmentation/46 - Business Problem.mp4 28MB
  94. 03 - Project 2 Customer churn rate prediction/18 - Predicting a Single Observation.mp4 27MB
  95. 08 - Project 7 Employee Attrition Prediction/40 - Business Problem.mp4 25MB
  96. 07 - Project 6 Credit card fraud detection/39 - Predicting a single observation.mp4 25MB
  97. 22 - Project 21 Google Stock Price Prediction with RNN and LSTM/104 - Google Stock Price Prediction with RNN and LSTM Step 5.mp4 23MB
  98. 13 - Project 12 Binary Data Classification with ANN/65 - Binary Data Classification Step 1.mp4 22MB
  99. 13 - Project 12 Binary Data Classification with ANN/68 - Binary Data Classification Step 4.mp4 20MB
  100. 06 - Project 5 E signing of customers based on financial data/34 - Predicting a single observation.mp4 20MB
  101. 04 - Project 3 Medical insurance premium prediction/19 - Business Problem.mp4 19MB
  102. 10 - Project 9 Used Car Price Prediction/49 - Business Problem.mp4 18MB
  103. 15 - Project 14 Binary Image Classification with CNN/75 - Binary Image Classification Step 1.mp4 18MB
  104. 11 - Project 10 Restaurant Reviews Classification/54 - Business Problem.mp4 14MB
  105. 08 - Project 7 Employee Attrition Prediction/45 - Predicting a single observation.mp4 14MB
  106. 14 - Project 13 Object Recognition in Images with CNN/70 - Object Recognition in Images Step 1.mp4 11MB
  107. 01 - Introduction/1 - Course Overview.mp4 9MB
  108. 01 - Introduction/2 - Important Udemy Review Update.mp4 8MB
  109. 12 - Project 11 Multiclass image classification with ANN/61 - Imp Lecture dont skip.html 3KB
  110. 01 - Introduction/3 - Colab Notebooks.html 273B