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[GigaCourse.Com] Udemy - Build 30 Real World Data Science & Machine Learning Projects

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视频 2023-11-4 17:31 2024-5-17 11:22 100 10.62 GB 146
磁力链接
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迅雷链接
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GigaCourse Com Udemy - Build 30 Real World Data Science & Machine Learning Projects

文件列表
  1. 1. Introduction To The Course/1. Introduction To The Course.mp431.46MB
  2. 1. Introduction To The Course/2. Projects Information.mp457.58MB
  3. 1. Introduction To The Course/3. Udemy Course Feedback.mp42.05MB
  4. 1. Introduction To The Course/4. Different roles and salaries of machine learning engineer.mp429.76MB
  5. 1. Introduction To The Course/5. How to become a data scientist.mp421.32MB
  6. 10. Project-8 Predicting Hotel Booking/1. Importing libraries data.mp424.75MB
  7. 10. Project-8 Predicting Hotel Booking/2. Data preprocessing, EDA.mp4175.63MB
  8. 10. Project-8 Predicting Hotel Booking/3. Feature engineering, model building.mp4109.4MB
  9. 11. Project-9 Apparent temperature prediction/1. Importing libraries and data.mp429.86MB
  10. 11. Project-9 Apparent temperature prediction/2. Dataprocessing.mp4119.19MB
  11. 11. Project-9 Apparent temperature prediction/3. Model building part1.mp4198.44MB
  12. 11. Project-9 Apparent temperature prediction/4. Model building part 2.mp450.4MB
  13. 12. Project-10 Consumer Complaint classification/1. Importing data.mp431.86MB
  14. 12. Project-10 Consumer Complaint classification/2. Data preprocessing.mp432.56MB
  15. 12. Project-10 Consumer Complaint classification/3. Model building.mp4143.22MB
  16. 12. Project-10 Consumer Complaint classification/4. Hyperparameter tuning.mp4122.45MB
  17. 13. Project-11 Live Sketch Project/1. Introduction to case study.mp420.9MB
  18. 13. Project-11 Live Sketch Project/2. Understanding the code.mp448.54MB
  19. 13. Project-11 Live Sketch Project/3. Write function to capture video.mp452.82MB
  20. 13. Project-11 Live Sketch Project/4. Completing the function.mp474.07MB
  21. 13. Project-11 Live Sketch Project/5. Testing the code.mp416.78MB
  22. 14. Project-12 Traditional Dance/1. Introduction.mp418.41MB
  23. 14. Project-12 Traditional Dance/2. Introductio To Colab.mp422.11MB
  24. 14. Project-12 Traditional Dance/3. Importing the dataset.mp432.01MB
  25. 14. Project-12 Traditional Dance/4. Splitting the data.mp419.25MB
  26. 14. Project-12 Traditional Dance/5. Creating the model.mp481.61MB
  27. 14. Project-12 Traditional Dance/6. Complile the model.mp443.07MB
  28. 14. Project-12 Traditional Dance/7. Train the model.mp445.68MB
  29. 15. Project-13 Leaf disease detector/1. Introduction.mp423.5MB
  30. 15. Project-13 Leaf disease detector/2. Importing Libraries and dataset.mp448.19MB
  31. 15. Project-13 Leaf disease detector/3. Creating inception layer.mp465.91MB
  32. 15. Project-13 Leaf disease detector/4. Data processing and creating model.mp472.16MB
  33. 15. Project-13 Leaf disease detector/5. Compiling the model.mp4111.09MB
  34. 15. Project-13 Leaf disease detector/6. Training the model.mp451.15MB
  35. 16. Project-14 Car Brand Identification/1. Introduction.mp424MB
  36. 16. Project-14 Car Brand Identification/2. Importing the data.mp443.97MB
  37. 16. Project-14 Car Brand Identification/3. Creating the model.mp480.38MB
  38. 16. Project-14 Car Brand Identification/4. Compile the model.mp475.02MB
  39. 16. Project-14 Car Brand Identification/5. Train the model.mp489.05MB
  40. 17. Project-15 Tweet Analysis Project/1. Introduction.mp419.64MB
  41. 17. Project-15 Tweet Analysis Project/2. Importing libraries.mp439.87MB
  42. 17. Project-15 Tweet Analysis Project/3. Understanding the data.mp457.49MB
  43. 17. Project-15 Tweet Analysis Project/4. Splitting the data.mp418.43MB
  44. 17. Project-15 Tweet Analysis Project/5. Data Preprocessing.mp458.23MB
  45. 17. Project-15 Tweet Analysis Project/6. Creating the model.mp475.54MB
  46. 18. Project-16 Emotion Analysis using NLP/1. Introduction.mp424.74MB
  47. 18. Project-16 Emotion Analysis using NLP/2. Importing libraries and data.mp455.36MB
  48. 18. Project-16 Emotion Analysis using NLP/3. Understand the data.mp481.63MB
  49. 18. Project-16 Emotion Analysis using NLP/4. Data visualization.mp438.72MB
  50. 18. Project-16 Emotion Analysis using NLP/5. Data preprocessing.mp4105.98MB
  51. 18. Project-16 Emotion Analysis using NLP/6. Creating a model.mp486.92MB
  52. 19. Project-17 Amazon Alexa Review system/1. Introduction.mp438.68MB
  53. 19. Project-17 Amazon Alexa Review system/2. Importing libraries and data.mp4175.91MB
  54. 19. Project-17 Amazon Alexa Review system/3. EDA.mp4138.52MB
  55. 19. Project-17 Amazon Alexa Review system/4. Model building.mp4109.04MB
  56. 20. Project-18 Disaster Predictor System/1. Introduction.mp431.69MB
  57. 20. Project-18 Disaster Predictor System/2. importing libraries and data.mp4116.26MB
  58. 20. Project-18 Disaster Predictor System/3. data preprocessing.mp494.25MB
  59. 20. Project-18 Disaster Predictor System/4. Data visualization.mp471.48MB
  60. 20. Project-18 Disaster Predictor System/5. Creating NLP model.mp486.25MB
  61. 21. Project-19 IMDB Movie Review system/1. Introduction.mp416.39MB
  62. 21. Project-19 IMDB Movie Review system/2. Importing Libraries and dataset.mp496.28MB
  63. 21. Project-19 IMDB Movie Review system/3. Data Visualization.mp4146.83MB
  64. 21. Project-19 IMDB Movie Review system/4. Data Preprocessing.mp4113.01MB
  65. 21. Project-19 IMDB Movie Review system/5. Building Models.mp472.78MB
  66. 22. Project-20 Vaccination for justified user system using NLP/1. Introduction.mp420.96MB
  67. 22. Project-20 Vaccination for justified user system using NLP/2. Importing data and libraries.mp4183.18MB
  68. 22. Project-20 Vaccination for justified user system using NLP/3. data preprocessing.mp4137.21MB
  69. 22. Project-20 Vaccination for justified user system using NLP/4. data visualization.mp4132.33MB
  70. 22. Project-20 Vaccination for justified user system using NLP/5. creating models.mp465.02MB
  71. 23. Project-21 Blood donation analysis/1. Introduction.mp441.59MB
  72. 23. Project-21 Blood donation analysis/2. importing libraries.mp489.07MB
  73. 23. Project-21 Blood donation analysis/3. EDA or data exploration.mp485.61MB
  74. 23. Project-21 Blood donation analysis/4. model building.mp4127.68MB
  75. 24. Project-22 DNA classification/1. Introduction.mp436.34MB
  76. 24. Project-22 DNA classification/2. importing libraries.mp431.2MB
  77. 24. Project-22 DNA classification/3. EDA Human data.mp448.74MB
  78. 24. Project-22 DNA classification/4. EDA chimp dat.mp416.57MB
  79. 24. Project-22 DNA classification/5. model building human data.mp4113.36MB
  80. 24. Project-22 DNA classification/6. model building chimp data.mp4104.03MB
  81. 25. Project-23 Kyphosis disease classification/1. Introduction.mp429.45MB
  82. 25. Project-23 Kyphosis disease classification/2. importing data.mp440.55MB
  83. 25. Project-23 Kyphosis disease classification/3. visualize data.mp498.84MB
  84. 25. Project-23 Kyphosis disease classification/4. model building.mp4107.71MB
  85. 26. Project-24 Mortality prediction in ICU using ANN/1. Introduction.mp415.66MB
  86. 26. Project-24 Mortality prediction in ICU using ANN/2. importing libraries.mp435.45MB
  87. 26. Project-24 Mortality prediction in ICU using ANN/3. EDA-1.mp483.66MB
  88. 26. Project-24 Mortality prediction in ICU using ANN/4. EDA-2 correlations.mp470.1MB
  89. 26. Project-24 Mortality prediction in ICU using ANN/5. model building.mp4128.8MB
  90. 27. Project-25 Sucide rate trend analysis/1. Introduction.mp47.12MB
  91. 27. Project-25 Sucide rate trend analysis/2. importing libraries and dataset.mp4108.19MB
  92. 27. Project-25 Sucide rate trend analysis/3. EDA.mp4101.92MB
  93. 27. Project-25 Sucide rate trend analysis/4. model building.mp457.33MB
  94. 28. Project-26 E-signing of loan based on financial history/1. Introduction.mp414.22MB
  95. 28. Project-26 E-signing of loan based on financial history/2. loading data and EDA.mp4130.88MB
  96. 28. Project-26 E-signing of loan based on financial history/3. data preprocessing.mp454.77MB
  97. 28. Project-26 E-signing of loan based on financial history/4. building Ann.mp455.4MB
  98. 28. Project-26 E-signing of loan based on financial history/5. feature engineering.mp4136.49MB
  99. 28. Project-26 E-signing of loan based on financial history/6. model building.mp488.26MB
  100. 29. Project-27 Mutual fund project/1. Introduction.mp443.17MB
  101. 29. Project-27 Mutual fund project/2. loading data.mp454.37MB
  102. 29. Project-27 Mutual fund project/3. Exploratory data analysis.mp4119.15MB
  103. 29. Project-27 Mutual fund project/4. comparing 1yr 3yr 5yr returns.mp476.66MB
  104. 29. Project-27 Mutual fund project/5. Understanding various parameters.mp4133.54MB
  105. 29. Project-27 Mutual fund project/6. understanding good scheme vs bad scheme.mp4126.84MB
  106. 3. Project-1 Image Caption Bot/1. Importing libraries -Image Caption Bot.mp440.86MB
  107. 3. Project-1 Image Caption Bot/2. Data cleaning.mp441.89MB
  108. 3. Project-1 Image Caption Bot/3. Data preprocessing.mp490.31MB
  109. 3. Project-1 Image Caption Bot/4. Data preparation.mp457.23MB
  110. 3. Project-1 Image Caption Bot/5. Training the model.mp4126.35MB
  111. 30. Project-28 NYSE Stock Price Prediction/1. Introduction.mp423.97MB
  112. 30. Project-28 NYSE Stock Price Prediction/2. Loading data.mp492.38MB
  113. 30. Project-28 NYSE Stock Price Prediction/3. EDA.mp494.6MB
  114. 30. Project-28 NYSE Stock Price Prediction/4. Feature Engineering.mp486.03MB
  115. 30. Project-28 NYSE Stock Price Prediction/5. Model building.mp4113.09MB
  116. 31. Project-29 Prediction of default of credit card/1. Introduction.mp431.75MB
  117. 31. Project-29 Prediction of default of credit card/2. Loading dataset.mp455.57MB
  118. 31. Project-29 Prediction of default of credit card/3. EDA.mp4119.77MB
  119. 31. Project-29 Prediction of default of credit card/4. model building.mp475.1MB
  120. 32. Project-30 RBI Resources Data Analysis/1. Introduction.mp4111.7MB
  121. 32. Project-30 RBI Resources Data Analysis/2. loading data.mp462.61MB
  122. 32. Project-30 RBI Resources Data Analysis/3. EDA.mp466.24MB
  123. 32. Project-30 RBI Resources Data Analysis/4. model building.mp483.32MB
  124. 4. Project-2 Costa Rican household poverty prediction/1. Importing libraries and data.mp431.88MB
  125. 4. Project-2 Costa Rican household poverty prediction/2. Data preprocessing and feature engineering.mp4207.2MB
  126. 4. Project-2 Costa Rican household poverty prediction/3. Creating models.mp4152.18MB
  127. 5. Project-3 Stroke prediction problem/1. Importing libraries -Stroke prediction problem.mp441.95MB
  128. 5. Project-3 Stroke prediction problem/2. Data preprocessing.mp458.59MB
  129. 5. Project-3 Stroke prediction problem/3. Creating models.mp4111.08MB
  130. 5. Project-3 Stroke prediction problem/4. PCA.mp463.32MB
  131. 6. Project-4 Car price prediction/1. Importing Libraries - Car price prediction.mp432.89MB
  132. 6. Project-4 Car price prediction/2. Understanding the data.mp490.66MB
  133. 6. Project-4 Car price prediction/3. Creating and hypertunning model.mp4188.91MB
  134. 7. Project-5 Bigmart sales prediction/1. importing libraries and data -Bigmart sales prediction.mp427.24MB
  135. 7. Project-5 Bigmart sales prediction/2. Understanding the data.mp481.01MB
  136. 7. Project-5 Bigmart sales prediction/3. EDA.mp451.97MB
  137. 7. Project-5 Bigmart sales prediction/4. Creating models.mp490.1MB
  138. 7. Project-5 Bigmart sales prediction/5. Hypertuning.mp4112.61MB
  139. 8. Project-6 Loan Prediction Analysis/1. Importing libraries and data.mp424MB
  140. 8. Project-6 Loan Prediction Analysis/2. Data preprocessing, visualization.mp4111.64MB
  141. 8. Project-6 Loan Prediction Analysis/3. Creating models.mp484.24MB
  142. 8. Project-6 Loan Prediction Analysis/4. Hypertuning models.mp4142.48MB
  143. 9. Project-7 Predicting employee attrition/1. Importing libraries and data.mp417.23MB
  144. 9. Project-7 Predicting employee attrition/2. Data preprocessing and visualization.mp4118.75MB
  145. 9. Project-7 Predicting employee attrition/3. Feature selection and model building.mp4150.64MB
  146. 9. Project-7 Predicting employee attrition/4. Hypertuning.mp451.19MB
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