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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| ~$No-code Machine Learning with MS Azure.pptx |
165B |
| ~$No-Code ML With DataRobot.pptx |
165B |
| 1. Introduction and Welcome Message.mp4 |
45.53MB |
| 1. Introduction and Welcome Message-en_US.srt |
2.80KB |
| 1. Introduction to Machine Learning for Price Prediction.mp4 |
95.32MB |
| 1. Introduction to Machine Learning for Price Prediction-en_US.srt |
11.69KB |
| 1. Introduction to Machine Learning in FinanceBanking.mp4 |
100.03MB |
| 1. Introduction to Machine Learning in FinanceBanking-en_US.srt |
12.57KB |
| 1. Introduction to XG-Boost [Optional LectureAdditional Material].mp4 |
52.16MB |
| 1. Introduction to XG-Boost [Optional LectureAdditional Material]-en_US.srt |
8.30KB |
| 1. Thanks for Watching!.mp4 |
7.75MB |
| 1. Thanks for Watching!-en_US.srt |
556B |
| 1. The Rise of Machine Learning in Higher Education.mp4 |
80.24MB |
| 1. The Rise of Machine Learning in Higher Education-en_US.srt |
11.44KB |
| 10. Project Recap and Concluding Remarks.mp4 |
46.54MB |
| 10. Project Recap and Concluding Remarks.mp4 |
26.02MB |
| 10. Project Recap and Concluding Remarks-en_US.srt |
7.92KB |
| 10. Project Recap and Concluding Remarks-en_US.srt |
4.25KB |
| 2. Best Practices, Success Tips and Certification.mp4 |
59.22MB |
| 2. Best Practices, Success Tips and Certification-en_US.srt |
9.06KB |
| 2. Machine Learning Regression 101.mp4 |
100.08MB |
| 2. Machine Learning Regression 101-en_US.srt |
15.84KB |
| 2. Project Overview.mp4 |
37.13MB |
| 2. Project Overview Bank Loan Risk Prediction.mp4 |
108.29MB |
| 2. Project Overview Bank Loan Risk Prediction-en_US.srt |
15.19KB |
| 2. Project Overview-en_US.srt |
5.60KB |
| 2. What is boosting.mp4 |
45.70MB |
| 2. What is boosting-en_US.srt |
10.63KB |
| 3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers.mp4 |
107.60MB |
| 3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers-en_US.srt |
12.26KB |
| 3. Data Robot Demo Part #1 Sign Up and Dataset Upload.mp4 |
139.19MB |
| 3. Data Robot Demo Part #1 Sign Up and Dataset Upload-en_US.srt |
20.28KB |
| 3. Decision trees and ensemble learning.mp4 |
52.69MB |
| 3. Decision trees and ensemble learning-en_US.srt |
9.63KB |
| 3. Google Vertex AI Demo Part 1 Setup and Upload.mp4 |
115.89MB |
| 3. Google Vertex AI Demo Part 1 Setup and Upload-en_US.srt |
19.84KB |
| 3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch.mp4 |
45.90MB |
| 3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch-en_US.srt |
9.15KB |
| 4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis.mp4 |
164.06MB |
| 4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis-en_US.srt |
28.96KB |
| 4. Google Vertex AI Demo Part 2 Model Training.mp4 |
85.58MB |
| 4. Google Vertex AI Demo Part 2 Model Training-en_US.srt |
16.09KB |
| 4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material].mp4 |
130.98MB |
| 4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material]-en_US.srt |
25.07KB |
| 4. Machine Learning The Big Picture.mp4 |
92.32MB |
| 4. Machine Learning The Big Picture-en_US.srt |
16.54KB |
| 4. Microsoft Azure ML Demo Part #2 Dataset Creation.mp4 |
70.53MB |
| 4. Microsoft Azure ML Demo Part #2 Dataset Creation-en_US.srt |
13.68KB |
| 5. Data Robot Demo Part #3 Model Training & Feature Importance.mp4 |
63.51MB |
| 5. Data Robot Demo Part #3 Model Training & Feature Importance-en_US.srt |
11.17KB |
| 5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material].mp4 |
52.04MB |
| 5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material]-en_US.srt |
7.21KB |
| 5. Machine Learning Key Elements (Recipe!).mp4 |
113.60MB |
| 5. Machine Learning Key Elements (Recipe!)-en_US.srt |
17.31KB |
| 5. Machine Learning Regression Models Metrics.mp4 |
99.30MB |
| 5. Machine Learning Regression Models Metrics-en_US.srt |
15.24KB |
| 5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer.mp4 |
133.82MB |
| 5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer-en_US.srt |
27.00KB |
| 6. AWS SageMaker XGBoost.mp4 |
53.74MB |
| 6. AWS SageMaker XGBoost-en_US.srt |
7.11KB |
| 6. Course Outline and Key Learning Outcomes.mp4 |
88.50MB |
| 6. Course Outline and Key Learning Outcomes-en_US.srt |
10.90KB |
| 6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC.mp4 |
140.23MB |
| 6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC-en_US.srt |
26.99KB |
| 6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model.mp4 |
99.76MB |
| 6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model-en_US.srt |
19.36KB |
| 6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline.mp4 |
52.40MB |
| 6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline-en_US.srt |
10.06KB |
| 7. Data Robot Demo Part #5 Model Assessment.mp4 |
189.92MB |
| 7. Data Robot Demo Part #5 Model Assessment-en_US.srt |
30.05KB |
| 7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference.mp4 |
40.94MB |
| 7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference-en_US.srt |
8.34KB |
| 7. Recap and Concluding Remarks.mp4 |
47.19MB |
| 7. Recap and Concluding Remarks-en_US.srt |
8.46KB |
| 8. Data Robot Demo Part #6 Hyper Parameters Tuning.mp4 |
54.33MB |
| 8. Data Robot Demo Part #6 Hyper Parameters Tuning-en_US.srt |
9.15KB |
| 8. Mini Project Build and Test Multiple Models.mp4 |
7.78MB |
| 8. Mini Project Build and Test Multiple Models-en_US.srt |
1.70KB |
| 9. Data Robot Demo Part #7 Model Deployment and Making Inference.mp4 |
70.32MB |
| 9. Data Robot Demo Part #7 Model Deployment and Making Inference-en_US.srt |
15.59KB |
| 9. Mini Project Solution Build and Test Multiple Models.mp4 |
66.09MB |
| 9. Mini Project Solution Build and Test Multiple Models-en_US.srt |
11.90KB |
| Bonus Resources.txt |
357B |
| car_sales_data.csv |
37.25KB |
| Get Bonus Downloads Here.url |
183B |
| Introduction and Key Learning outcomes.pptx |
317.62MB |
| Links to Other Courses.html |
6.01KB |
| loan_inference.csv |
390B |
| loan_train.csv |
86.35MB |
| No-code Machine Learning with MS Azure.pptx |
8.20MB |
| No-Code ML With DataRobot.pptx |
13.78MB |
| No-Code ML with Google Vertex.pptx |
6.98MB |
| Reading Material Machine Learning and AI in the FinanceBanking Industry.html |
286B |
| Reading Material Machine Learning for Price Forecasting.html |
470B |
| Reading Material The Rise of Machine Learning in Higher Education.html |
666B |
| university_admission_inference.xlsx |
8.81KB |
| university_admission.csv |
27.80KB |