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NEW QUESTION 29
You have received machine learning model training code, without clear information about the optimal shape to run the training on. How would you proceed to identify the optimal compute shape for your model training that provides a balanced cost and processing time?

• A. Start with a smaller shape and monitor the Job Run metrics and time required to complete the model training: If the compute shape is not fully utilized, tune the model parameters, and rerun the job. Repeat the process until the shape resources are fully utilized.
• B. Start with a random compute shape and monitor the utilization metrics and time required to finish the model training Perform model training optimizations and performance tests in advance to identify the right compute shape before running the model training as a job.
• C. Start with a smaller shape and monitor the utilization metrics and time required to complete the model training. If the compute shape is fully utilized, change to compute that has more resources and re-run the job. Repeat the process until the processing time does not improve.
• D. Start with the strangest compute shape Jobs support and monitor the Job Run metrics and time required to complete the model training. Tune the model so that it utilizes as much compute resources as possible, even at an increased cost.

Answer: C

NEW QUESTION 30
Which TWO statements are true about published conda environments?

• A. The odsc conda init command is used to configure the location of published conda en-vironments.
• B. Your notebook session acts as the source to share published conda environment with team members.
• C. They are curated by Oracle Cloud Infrastructure (OCI) Data Science.
• D. You can only create published conda environment by modifying a Data Science conde
• E. They can be used in Data Science Jobs and model deployments.

Answer: A,B

NEW QUESTION 31
You are attempting to save a model from a notebook session to the model catalog by using the Accelerated Data Science (ADS) SDK, with resource principal as the authentication signer, and you get a 404 authentication error. Which TWO should you look for to ensure permissions are set up correctly?

• A. The networking configuration allows access to the Oracle Cloud Infrastructure (OCI) services through a Service Gateway.
• B. The policy for the dynamic group grants manages permissions for the model catalog in this compartment.
• C. The dynamic group's matching rule exists for notebook sessions in this compartment.
• D. The model artifact is saved to the block volume of the notebook session.
• E. The policy for your user group grants manage permissions for the model catalog in this compartment.

Answer: B,E

NEW QUESTION 32
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