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Oracle 1z0-1110-22 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Manage Models using Model Catalog
  • Deploy & Invoke a Cataloged Model
Topic 2
  • Discuss ML Lifecycle Overview
  • Store credentials via OCI Vault
  • Scale with OCI Data Science
Topic 3
  • Configure and manage source code in Code Repositories (Git)
  • Configure your tenancy for OCI Data Science
Topic 4
  • Create and manage Projects and Notebook sessions
  • Discuss OCI Data Science Overview & Concepts
Topic 5
  • Obtain Global & Local Model Explanations
  • Access data from different sources
Topic 6
  • Create and train models using OCI and Open source Libraries
  • Discuss Accelerated Data Science (ADS) SDK Capabilities
Topic 7
  • Create and Manage Spark Applications using Data Flow and OCI Data Science
  • Create and manage Conda environments
Topic 8
  • Create and Export a Dataset using OCI Data Labeling
  • Discuss general MLOps Architecture in OCI
Topic 9
  • Implement end-to-end Machine Learning Lifecycle
  • Design and Set up OCI Data Science Workspace
Topic 10
  • Create and Use automated ML capability from Oracle AutoML
  • Configure your tenancy for Data Science
Topic 11
  • Monitor & Log using MLOps Practices
  • Use OCI AI Services for ML Solutions

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Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q54-Q59):

NEW QUESTION # 54
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 policy for the dynamic group grants manages permissions for the model catalog in this compartment.
  • B. The model artifact is saved to the block volume of the notebook session.
  • C. The policy for your user group grants manage permissions for the model catalog in this compartment.
  • D. The dynamic group's matching rule exists for notebook sessions in this compartment.
  • E. The networking configuration allows access to the Oracle Cloud Infrastructure (OCI) services through a Service Gateway.

Answer: A,C


NEW QUESTION # 55
When preparing your model artifact to save it to the Oracle Cloud Infrastructure (OCI) Data Science model catalog, you create a score.py file. What is the purpose of the score.py fie?

  • A. Execute the inference logic code
  • B. Define the compute scaling strategy.
  • C. Configure the deployment infrastructure.
  • D. Define the inference server dependencies.

Answer: C


NEW QUESTION # 56
You are a data scientist designing an air traffic control model, and you choose to leverage Or-acle AutoML. You understand that the Oracle AutoML pipeline consists of multiple stages and automatically operates in a certain sequence. What is the correct sequence for the Oracle AutoML pipeline?

  • A. Adaptive sampling, Algorithm selection, Feature selection, Hyperparameter tuning.
  • B. Algorithm selection, Feature selection, Adaptive sampling, Hyperparameter tuning.
  • C. Adaptive sampling, Feature selection, Algorithm selection, Hyperparameter tuning.
  • D. Algorithm selection, Adaptive sampling. Feature selection, Hyperparameter tuning.

Answer: D


NEW QUESTION # 57
As a data scientist, you are working on a global health data set that has data from more than 50 countries. You want to encode three features, such as 'countries', 'race', and 'body organ' as categories. Which option would you use to encode the categorical feature?

  • A. show_in_notebook()
  • B. OneHotEncoder()
  • C. auto_transform()
  • D. DataFramLabelEncode()

Answer: D


NEW QUESTION # 58
You are a data scientist working inside a notebook session and you attempt to pip install a package from a public repository that is not included in your condo environment. After running this command, you get a network timeout error. What might be missing from your networking configuration?

  • A. Primary Virtual Network Interface Card (VNIC).
  • B. NAT Gateway with public internet access.
  • C. Service Gateway with private subnet access.
  • D. FastConnect to an on-premises network.

Answer: B


NEW QUESTION # 59
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