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| ~$No-code Machine Learning with MS Azure.pptx |
165б |
| ~$No-Code ML With DataRobot.pptx |
165б |
| 1. Introduction and Welcome Message.mp4 |
45.53Мб |
| 1. Introduction and Welcome Message-en_US.srt |
2.80Кб |
| 1. Introduction to Machine Learning for Price Prediction.mp4 |
95.32Мб |
| 1. Introduction to Machine Learning for Price Prediction-en_US.srt |
11.69Кб |
| 1. Introduction to Machine Learning in FinanceBanking.mp4 |
100.03Мб |
| 1. Introduction to Machine Learning in FinanceBanking-en_US.srt |
12.57Кб |
| 1. Introduction to XG-Boost [Optional LectureAdditional Material].mp4 |
52.16Мб |
| 1. Introduction to XG-Boost [Optional LectureAdditional Material]-en_US.srt |
8.30Кб |
| 1. Thanks for Watching!.mp4 |
7.75Мб |
| 1. Thanks for Watching!-en_US.srt |
556б |
| 1. The Rise of Machine Learning in Higher Education.mp4 |
80.24Мб |
| 1. The Rise of Machine Learning in Higher Education-en_US.srt |
11.44Кб |
| 10. Project Recap and Concluding Remarks.mp4 |
46.54Мб |
| 10. Project Recap and Concluding Remarks.mp4 |
26.02Мб |
| 10. Project Recap and Concluding Remarks-en_US.srt |
7.92Кб |
| 10. Project Recap and Concluding Remarks-en_US.srt |
4.25Кб |
| 2. Best Practices, Success Tips and Certification.mp4 |
59.22Мб |
| 2. Best Practices, Success Tips and Certification-en_US.srt |
9.06Кб |
| 2. Machine Learning Regression 101.mp4 |
100.08Мб |
| 2. Machine Learning Regression 101-en_US.srt |
15.84Кб |
| 2. Project Overview.mp4 |
37.13Мб |
| 2. Project Overview Bank Loan Risk Prediction.mp4 |
108.29Мб |
| 2. Project Overview Bank Loan Risk Prediction-en_US.srt |
15.19Кб |
| 2. Project Overview-en_US.srt |
5.60Кб |
| 2. What is boosting.mp4 |
45.70Мб |
| 2. What is boosting-en_US.srt |
10.63Кб |
| 3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers.mp4 |
107.60Мб |
| 3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers-en_US.srt |
12.26Кб |
| 3. Data Robot Demo Part #1 Sign Up and Dataset Upload.mp4 |
139.19Мб |
| 3. Data Robot Demo Part #1 Sign Up and Dataset Upload-en_US.srt |
20.28Кб |
| 3. Decision trees and ensemble learning.mp4 |
52.69Мб |
| 3. Decision trees and ensemble learning-en_US.srt |
9.63Кб |
| 3. Google Vertex AI Demo Part 1 Setup and Upload.mp4 |
115.89Мб |
| 3. Google Vertex AI Demo Part 1 Setup and Upload-en_US.srt |
19.84Кб |
| 3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch.mp4 |
45.90Мб |
| 3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch-en_US.srt |
9.15Кб |
| 4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis.mp4 |
164.06Мб |
| 4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis-en_US.srt |
28.96Кб |
| 4. Google Vertex AI Demo Part 2 Model Training.mp4 |
85.58Мб |
| 4. Google Vertex AI Demo Part 2 Model Training-en_US.srt |
16.09Кб |
| 4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material].mp4 |
130.98Мб |
| 4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material]-en_US.srt |
25.07Кб |
| 4. Machine Learning The Big Picture.mp4 |
92.32Мб |
| 4. Machine Learning The Big Picture-en_US.srt |
16.54Кб |
| 4. Microsoft Azure ML Demo Part #2 Dataset Creation.mp4 |
70.53Мб |
| 4. Microsoft Azure ML Demo Part #2 Dataset Creation-en_US.srt |
13.68Кб |
| 5. Data Robot Demo Part #3 Model Training & Feature Importance.mp4 |
63.51Мб |
| 5. Data Robot Demo Part #3 Model Training & Feature Importance-en_US.srt |
11.17Кб |
| 5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material].mp4 |
52.04Мб |
| 5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material]-en_US.srt |
7.21Кб |
| 5. Machine Learning Key Elements (Recipe!).mp4 |
113.60Мб |
| 5. Machine Learning Key Elements (Recipe!)-en_US.srt |
17.31Кб |
| 5. Machine Learning Regression Models Metrics.mp4 |
99.30Мб |
| 5. Machine Learning Regression Models Metrics-en_US.srt |
15.24Кб |
| 5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer.mp4 |
133.82Мб |
| 5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer-en_US.srt |
27.00Кб |
| 6. AWS SageMaker XGBoost.mp4 |
53.74Мб |
| 6. AWS SageMaker XGBoost-en_US.srt |
7.11Кб |
| 6. Course Outline and Key Learning Outcomes.mp4 |
88.50Мб |
| 6. Course Outline and Key Learning Outcomes-en_US.srt |
10.90Кб |
| 6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC.mp4 |
140.23Мб |
| 6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC-en_US.srt |
26.99Кб |
| 6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model.mp4 |
99.76Мб |
| 6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model-en_US.srt |
19.36Кб |
| 6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline.mp4 |
52.40Мб |
| 6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline-en_US.srt |
10.06Кб |
| 7. Data Robot Demo Part #5 Model Assessment.mp4 |
189.92Мб |
| 7. Data Robot Demo Part #5 Model Assessment-en_US.srt |
30.05Кб |
| 7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference.mp4 |
40.94Мб |
| 7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference-en_US.srt |
8.34Кб |
| 7. Recap and Concluding Remarks.mp4 |
47.19Мб |
| 7. Recap and Concluding Remarks-en_US.srt |
8.46Кб |
| 8. Data Robot Demo Part #6 Hyper Parameters Tuning.mp4 |
54.33Мб |
| 8. Data Robot Demo Part #6 Hyper Parameters Tuning-en_US.srt |
9.15Кб |
| 8. Mini Project Build and Test Multiple Models.mp4 |
7.78Мб |
| 8. Mini Project Build and Test Multiple Models-en_US.srt |
1.70Кб |
| 9. Data Robot Demo Part #7 Model Deployment and Making Inference.mp4 |
70.32Мб |
| 9. Data Robot Demo Part #7 Model Deployment and Making Inference-en_US.srt |
15.59Кб |
| 9. Mini Project Solution Build and Test Multiple Models.mp4 |
66.09Мб |
| 9. Mini Project Solution Build and Test Multiple Models-en_US.srt |
11.90Кб |
| Bonus Resources.txt |
357б |
| car_sales_data.csv |
37.25Кб |
| Get Bonus Downloads Here.url |
183б |
| Introduction and Key Learning outcomes.pptx |
317.62Мб |
| Links to Other Courses.html |
6.01Кб |
| loan_inference.csv |
390б |
| loan_train.csv |
86.35Мб |
| No-code Machine Learning with MS Azure.pptx |
8.20Мб |
| No-Code ML With DataRobot.pptx |
13.78Мб |
| No-Code ML with Google Vertex.pptx |
6.98Мб |
| Reading Material Machine Learning and AI in the FinanceBanking Industry.html |
286б |
| Reading Material Machine Learning for Price Forecasting.html |
470б |
| Reading Material The Rise of Machine Learning in Higher Education.html |
666б |
| university_admission_inference.xlsx |
8.81Кб |
| university_admission.csv |
27.80Кб |