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

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文件列表

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