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Oracle 1Z0-1110-26 Actual Tests : Oracle Cloud Infrastructure Data Science Professional

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Oracle 1Z0-1110-26 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Apply MLOps Practices20%- Governance, auditing, and compliance
- Model monitoring, drift detection, and performance tracking
- ML pipelines, automation, and reproducibility
Topic 2: Implement End-to-End Machine Learning Lifecycle45%- Model saving, cataloging, and versioning
- Use AutoML and built-in algorithms
- Data preparation, exploration, and transformation
- Model development, training, and evaluation
- Deploy models and manage endpoints
Topic 3: OCI Data Science - Introduction & Configuration10%- Overview and core concepts of OCI Data Science
- Tenancy and environment configuration for Data Science
- Capabilities of the Accelerated Data Science (ADS) SDK
Topic 4: Design and Set Up Data Science Workspace15%- Manage access control, security, and IAM integration
- Configure compute shapes, storage, and networking
- Create and manage projects and notebook sessions
Topic 5: Integrate Related OCI Services10%- Use OCI AI and data services with Data Science
- Integration with OCI Object Storage, Vault, and Networking

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

Question #1

In machine learning, what is the primary difference between supervised and unsupervised learning?

  • A. Supervised learning is created and managed by the Data Engineer.
  • B. Supervised learning is only used for image recognition, while unsupervised learning can be used for various analytics applications.
  • C. Supervised learning involves data that has been labeled and classified, while unsupervised learning data is unlabeled and unclassified.
  • D. Supervised learning is monitored closely by data scientists, while they don’t play a role inunsupervised learning.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

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 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.
  • B. 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.
  • C. 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.
  • D. 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.
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Correct Answer: D  🗳️

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Question #3

Which THREE types of data are used for Data Labeling?

  • A. Audio
  • B. Images
  • C. Graphs
  • D. Text Document
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

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Question #4

Which encryption is used for Oracle Data Science?

  • A. Rivest Shamir Adleman (RSA)
  • B. Twofish
  • C. Triple DES (TDES)
  • D. Data Encryption Standard (DES)
  • E. 256-bit Advanced Encryption Standard (AES-256)
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

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Question #5

Which OCI service provides a managed Kubernetes service for deploying, scaling, and managing containerized applications?

  • A. Oracle Cloud Infrastructure Container Engine for Kubernetes
  • B. Oracle Cloud Infrastructure Load Balancing
  • C. Oracle Cloud Infrastructure Streaming
  • D. Oracle Cloud Infrastructure Container Registry
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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