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Oracle 1z0-1110-22 Exam Syllabus Topics:TopicDetailsTopic 1Discuss ML Lifecycle Overview Store credentials via OCI Vault Scale with OCI Data ScienceTopic 2Explain core OCI Open Data Service concepts Create & Manage Jobs for custom tasksTopic 3Monitor & Log using MLOps Practices Use OCI AI Services for ML SolutionsTopic 4Create and train models using OCI and Open source Libraries Discuss Accelerated Data Science (ADS) SDK CapabilitiesTopic 5Manage Models using Model Catalog Deploy & Invoke a Cataloged ModelTopic 6Create and Export a Dataset using OCI Data Labeling Discuss general MLOps Architecture in OCITopic 7Obtain Global & Local Model Explanations Access data from different sourcesTopic 8Create and manage Projects and Notebook sessions Discuss OCI Data Science Overview & ConceptsTopic 9Implement end-to-end Machine Learning Lifecycle Design and Set up OCI Data Science WorkspaceTopic 10Create and Use automated ML capability from Oracle AutoML Configure your tenancy for Data Science

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Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q38-Q43):

NEW QUESTION # 38
Using Oracle AutoML, you are tuning hyperparameters on a supported model class and have specified a time budget. AutoML terminates computation once the time budget is exhausted. What would you expect AutoML to return in case the time budget is exhausted before hy-perparameter tuning is completed?

A. A random hyperparameter configuration is returned.B. A hyperparameter configuration with a minimum learning rate is returned.C. The last generated hyperparameter configuration is returned.D. The current best-known hyperparameter configuration is returned.

Answer: D


NEW QUESTION # 39
You are a data scientist using Oracle AutoML to produce a model and you are evaluating the score metric for the model. Which of the following TWO prevailing metrics would you use for evaluating multiclass classification model?

A. F1 ScoreB. R-SquaredC. Explained variance scoreD. Mean squared errorE. Recall

Answer: A,E


NEW QUESTION # 40
After you have created and opened a notebook session, you want to use the Accelerated Data Science (ADS) SDK to access your data and get started with exploratory data analysis. From which TWO places can you access the ADS SDK?

A. Oracle Machine LearningB. Oracle Autonomous Data WarehouseC. Python Package Index (PyPi)D. Oracle Big Data ServiceE. Conda environments in Oracle Cloud infrastructure (OCI) Data Science.

Answer: A,E


NEW QUESTION # 41
Where do calls to stdout and stderr from score.py go in a model deployment?

A. The OCI console.B. The predict log in the Oracle Cloud Infrastructure (OCI) Logging service as defined in the deployment.C. The OCI Cloud Shell, which can be accessed from the console.D. The file that was defined for them on the Virtual stachine (VM).

Answer: B


NEW QUESTION # 42
You are a data scientist with a set of text and image files that need annotation, and you want to use Oracle Cloud Infrastructure (OCI) Data Labeling. Which of the following THREE an-notation classes are supported by the tool.?

A. Classification (single/multi label)B. Semantic SegmentationC. Polygonal SegmentationD. Named Entity ExtractionE. Object DetectionF. Key-Point and Landmark

Answer: A,D,E


NEW QUESTION # 43
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