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[ ] Udemy - No-Code Machine Learning - Practical Guide to Modern ML Tools

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文件列表

  1. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Introduction and Key Learning outcomes.pptx 318MB
  2. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/7. Data Robot Demo Part #5 Model Assessment.mp4 190MB
  3. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis.mp4 164MB
  4. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC.mp4 140MB
  5. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/3. Data Robot Demo Part #1 Sign Up and Dataset Upload.mp4 139MB
  6. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer.mp4 134MB
  7. ~Get Your Files Here !/6. Appendix/4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material].mp4 131MB
  8. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/3. Google Vertex AI Demo Part 1 Setup and Upload.mp4 116MB
  9. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/5. Machine Learning Key Elements (Recipe!).mp4 114MB
  10. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/2. Project Overview Bank Loan Risk Prediction.mp4 108MB
  11. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers.mp4 108MB
  12. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/2. Machine Learning Regression 101.mp4 100MB
  13. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/1. Introduction to Machine Learning in FinanceBanking.mp4 100MB
  14. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model.mp4 100MB
  15. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/5. Machine Learning Regression Models Metrics.mp4 99MB
  16. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/1. Introduction to Machine Learning for Price Prediction.mp4 95MB
  17. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/4. Machine Learning The Big Picture.mp4 92MB
  18. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/6. Course Outline and Key Learning Outcomes.mp4 89MB
  19. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 2 Loan Risk Prediction with DataRobot/loan_train.csv 86MB
  20. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/4. Google Vertex AI Demo Part 2 Model Training.mp4 86MB
  21. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/1. The Rise of Machine Learning in Higher Education.mp4 80MB
  22. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/4. Microsoft Azure ML Demo Part #2 Dataset Creation.mp4 71MB
  23. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/9. Data Robot Demo Part #7 Model Deployment and Making Inference.mp4 70MB
  24. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/9. Mini Project Solution Build and Test Multiple Models.mp4 66MB
  25. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/5. Data Robot Demo Part #3 Model Training & Feature Importance.mp4 64MB
  26. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/2. Best Practices, Success Tips and Certification.mp4 59MB
  27. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/8. Data Robot Demo Part #6 Hyper Parameters Tuning.mp4 54MB
  28. ~Get Your Files Here !/6. Appendix/6. AWS SageMaker XGBoost.mp4 54MB
  29. ~Get Your Files Here !/6. Appendix/3. Decision trees and ensemble learning.mp4 53MB
  30. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline.mp4 52MB
  31. ~Get Your Files Here !/6. Appendix/1. Introduction to XG-Boost [Optional LectureAdditional Material].mp4 52MB
  32. ~Get Your Files Here !/6. Appendix/5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material].mp4 52MB
  33. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/7. Recap and Concluding Remarks.mp4 47MB
  34. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/10. Project Recap and Concluding Remarks.mp4 47MB
  35. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch.mp4 46MB
  36. ~Get Your Files Here !/6. Appendix/2. What is boosting.mp4 46MB
  37. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/1. Introduction and Welcome Message.mp4 46MB
  38. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference.mp4 41MB
  39. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/2. Project Overview.mp4 37MB
  40. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/10. Project Recap and Concluding Remarks.mp4 26MB
  41. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 2 Loan Risk Prediction with DataRobot/No-Code ML With DataRobot.pptx 14MB
  42. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 3 Price Prediction with MS Azure/No-code Machine Learning with MS Azure.pptx 8MB
  43. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/8. Mini Project Build and Test Multiple Models.mp4 8MB
  44. ~Get Your Files Here !/5. Conclusion/1. Thanks for Watching!.mp4 8MB
  45. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 1 University Admission with Google Vertex AI/No-Code ML with Google Vertex.pptx 7MB
  46. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 3 Price Prediction with MS Azure/car_sales_data.csv 37KB
  47. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/7. Data Robot Demo Part #5 Model Assessment-en_US.srt 30KB
  48. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis-en_US.srt 29KB
  49. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 1 University Admission with Google Vertex AI/university_admission.csv 28KB
  50. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer-en_US.srt 27KB
  51. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC-en_US.srt 27KB
  52. ~Get Your Files Here !/6. Appendix/4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material]-en_US.srt 25KB
  53. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/3. Data Robot Demo Part #1 Sign Up and Dataset Upload-en_US.srt 20KB
  54. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/3. Google Vertex AI Demo Part 1 Setup and Upload-en_US.srt 20KB
  55. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model-en_US.srt 19KB
  56. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/5. Machine Learning Key Elements (Recipe!)-en_US.srt 17KB
  57. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/4. Machine Learning The Big Picture-en_US.srt 17KB
  58. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/4. Google Vertex AI Demo Part 2 Model Training-en_US.srt 16KB
  59. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/2. Machine Learning Regression 101-en_US.srt 16KB
  60. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/9. Data Robot Demo Part #7 Model Deployment and Making Inference-en_US.srt 16KB
  61. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/5. Machine Learning Regression Models Metrics-en_US.srt 15KB
  62. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/2. Project Overview Bank Loan Risk Prediction-en_US.srt 15KB
  63. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/4. Microsoft Azure ML Demo Part #2 Dataset Creation-en_US.srt 14KB
  64. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/1. Introduction to Machine Learning in FinanceBanking-en_US.srt 13KB
  65. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers-en_US.srt 12KB
  66. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/9. Mini Project Solution Build and Test Multiple Models-en_US.srt 12KB
  67. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/1. Introduction to Machine Learning for Price Prediction-en_US.srt 12KB
  68. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/1. The Rise of Machine Learning in Higher Education-en_US.srt 11KB
  69. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/5. Data Robot Demo Part #3 Model Training & Feature Importance-en_US.srt 11KB
  70. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/6. Course Outline and Key Learning Outcomes-en_US.srt 11KB
  71. ~Get Your Files Here !/6. Appendix/2. What is boosting-en_US.srt 11KB
  72. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline-en_US.srt 10KB
  73. ~Get Your Files Here !/6. Appendix/3. Decision trees and ensemble learning-en_US.srt 10KB
  74. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch-en_US.srt 9KB
  75. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/8. Data Robot Demo Part #6 Hyper Parameters Tuning-en_US.srt 9KB
  76. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/2. Best Practices, Success Tips and Certification-en_US.srt 9KB
  77. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 1 University Admission with Google Vertex AI/university_admission_inference.xlsx 9KB
  78. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/7. Recap and Concluding Remarks-en_US.srt 8KB
  79. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference-en_US.srt 8KB
  80. ~Get Your Files Here !/6. Appendix/1. Introduction to XG-Boost [Optional LectureAdditional Material]-en_US.srt 8KB
  81. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/10. Project Recap and Concluding Remarks-en_US.srt 8KB
  82. ~Get Your Files Here !/6. Appendix/5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material]-en_US.srt 7KB
  83. ~Get Your Files Here !/6. Appendix/6. AWS SageMaker XGBoost-en_US.srt 7KB
  84. ~Get Your Files Here !/5. Conclusion/Links to Other Courses.html 6KB
  85. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/2. Project Overview-en_US.srt 6KB
  86. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/10. Project Recap and Concluding Remarks-en_US.srt 4KB
  87. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/1. Introduction and Welcome Message-en_US.srt 3KB
  88. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/8. Mini Project Build and Test Multiple Models-en_US.srt 2KB
  89. ~Get Your Files Here !/2. University Admission Prediction Using Google Vertex AI/Reading Material The Rise of Machine Learning in Higher Education.html 666B
  90. ~Get Your Files Here !/5. Conclusion/1. Thanks for Watching!-en_US.srt 556B
  91. ~Get Your Files Here !/4. Price Forecasting Using Microsoft Azure Machine Learning Designer/Reading Material Machine Learning for Price Forecasting.html 470B
  92. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 2 Loan Risk Prediction with DataRobot/loan_inference.csv 390B
  93. ~Get Your Files Here !/Bonus Resources.txt 357B
  94. ~Get Your Files Here !/3. Bank Loan Risk Prediction Using Data Robot AI/Reading Material Machine Learning and AI in the FinanceBanking Industry.html 286B
  95. Get Bonus Downloads Here.url 183B
  96. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 2 Loan Risk Prediction with DataRobot/~$No-Code ML With DataRobot.pptx 165B
  97. ~Get Your Files Here !/1. Course Introduction, Outline and Key Learning Outcomes/No-Code ML Course Package/Project 3 Price Prediction with MS Azure/~$No-code Machine Learning with MS Azure.pptx 165B