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NEW QUESTION: 1
You train a model and register it in your Azure Machine Learning workspace. You are ready to deploy the model as a real-time web service.
You deploy the model to an Azure Kubernetes Service (AKS) inference cluster, but the deployment fails because an error occurs when the service runs the entry script that is associated with the model deployment.
You need to debug the error by iteratively modifying the code and reloading the service, without requiring a re-deployment of the service for each code update.
What should you do?
A. Create a local web service deployment configuration and deploy the model to a local Docker container.
B. Create an Azure Container Instances (ACI) web service deployment configuration and deploy the model on ACI.
C. Register a new version of the model and update the entry script to load the new version of the model from its registered path.
D. Add a breakpoint to the first line of the entry script and redeploy the service to AKS.
E. Modify the AKS service deployment configuration to enable application insights and re-deploy to AKS.
Answer: B
Explanation:
Explanation
How to work around or solve common Docker deployment errors with Azure Container Instances (ACI) and Azure Kubernetes Service (AKS) using Azure Machine Learning.
The recommended and the most up to date approach for model deployment is via the Model.deploy() API using an Environment object as an input parameter. In this case our service will create a base docker image for you during deployment stage and mount the required models all in one call. The basic deployment tasks are:
1. Register the model in the workspace model registry.
2. Define Inference Configuration:
a. Create an Environment object based on the dependencies you specify in the environment yaml file or use one of our procured environments.
b. Create an inference configuration (InferenceConfig object) based on the environment and the scoring script.
3. Deploy the model to Azure Container Instance (ACI) service or to Azure Kubernetes Service (AKS).

NEW QUESTION: 2
After installing vCenter, which two identity sources and users are available by default? (Choose two.)
A. localos
B. vsphere.vclass
C. vIDM
D. vsphere.local
E. Active Directory
Answer: A,D

NEW QUESTION: 3
AB wrote off a $500 debt owed by CD last year During the current year CD has paid the $500 in full AB has debited the bank account with S500.
Where would the credit entry for this receipt be recorded?
A. Irrecoverable debts expense
B. Receivables account of CD
C. Allowance for receivables
D. Sates ledger control account
Answer: A