I am working on a CRISP-DM project. The purpose of this project is to demonstrate my mastery of each of phase of the CRISP-DM process. The parts were I am having the most difficulty is model testing and web service. The following below are the requirements for the project: Model Testing : This is where you will list every model you attempt (and the relevant fit statistics: R2, RMSE, Accuracy, AUC, etc.) and the variations in model hyperparameters. You will also document here how you chose your final list of features. Clearly identify the final model(s) you chose for your API. This sheet will look and feel just like the assignments you completed for Chapters 12.6 and 11.7 . You should test every applicable algorithm for your label. Web Service : This is a worksheet that calls each of the predictive APIs that you create for this project. It should include sample data and sample predictions using the web service. Model testing and web service is not something that is taught in my course. I have to put everything in a single excel worksheet. What are the step to perform model testing and web service in Azure ML Studio? How are the results transferred into an excel worksheet?

What are the step to perform model testing and web service in Azure ML Studio?

Ebony Johnson 20

I am working on a CRISP-DM project. The purpose of this project is to demonstrate my mastery of each of phase of the CRISP-DM process. The parts were I am having the most difficulty is model testing and web service. The following below are the requirements for the project:

Model Testing: This is where you will list every model you attempt (and the relevant fit statistics: R2, RMSE, Accuracy, AUC, etc.) and the variations in model hyperparameters. You will also document here how you chose your final list of features. Clearly identify the final model(s) you chose for your API. This sheet will look and feel just like the assignments you completed for Chapters 12.6 and 11.7. You should test every applicable algorithm for your label.
Web Service: This is a worksheet that calls each of the predictive APIs that you create for this project. It should include sample data and sample predictions using the web service.

Model testing and web service is not something that is taught in my course. I have to put everything in a single excel worksheet. What are the step to perform model testing and web service in Azure ML Studio? How are the results transferred into an excel worksheet?

romungi-MSFT 48,141 Reputation points Microsoft Employee

2024-12-09T12:40:12.21+00:00

@Ebony Johnson The links mentioned above seems to be referencing a 3rd party website. If you are starting to just use Azure ML then you will have to create a workspace and login to ML studio to create jobs and register model and deploy them. There are several courses from MS learn that can help you with this, please take a look at these courses for help.

Courses for Azure ML from MS Learn.
romungi-MSFT 48,141 Reputation points Microsoft Employee

2024-12-13T07:24:42.61+00:00

@Ebony Johnson Did you get a chance to check if the above suggestion was helpful? Thanks!!

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What are the step to perform model testing and web service in Azure ML Studio?

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