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Oracle 1Z0-1110-26 Exam Syllabus Topics:

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

1. 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 random compute shape and monitor the utilization metrics and time required to finish the model training. Perform model training optimization and performance tests in advance to identify the right compute shape before running the model training as a job.
B) Start with a small 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 rerun the job. Repeat the process until the processing time does not improve.
C) 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.
D) Start with the strongest 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.

2. You have created a conda environment in your notebook session. This is the first time you are working with published conda environments. You have also created an Object Storage bucket with permission to manage the bucket. Which TWO commands are required to publish the conda environment?

A) odsc conda create --file manifest.yaml
B) odsc conda list --override
C) odsc conda publish --slug <SLUG>
D) conda activate /home/datascience/conda/<SLUG>
E) odsc conda init --bucket_namespace <NAMESPACE> --bucket_name <BUCKET>

3. Which architecture is based on the principle of “never trust, always verify”?

A) Zero trust
B) Fluid perimeter
C) Federated identity
D) Defense in depth

4. You want to create a user group for a team of external data science consultants. The consultants should only have the ability to see Data Science resource details but not have the ability to create, delete, or update Data Science resources. What verb should you write in the policy?

A) Inspect
B) Read
C) Manage
D) Use

5. You have been given a collection of digital files required for a business audit. They consist of several different formats that you would like to annotate using Oracle Cloud Infrastructure (OCI) Data Labeling. Which THREE types of files could this tool annotate?

A) Video footage of a conversation in a conference room
B) Images of computer server racks
C) A typewritten document that details an annual budget
D) An audio recording of a phone conversation
E) A collection of purchase orders for office supplies

Solutions: