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Oracle 1Z0-1110-23 Exam Topics

Oracle 1Z0-1110-23 Exam Overview :

Exam Name: Oracle Cloud Infrastructure Data Science 2023 Professional
Exam Code: 1Z0-1110-23
Certifications: Oracle Cloud , Oracle Cloud Infrastructure Certifications
Actual Exam Duration: 90 minutes
Expected no. of Questions in Actual Exam: 55
See Expected Questions: Oracle 1Z0-1110-23 Expected Questions in Actual Exam

Oracle 1Z0-1110-23 Exam Objectives :

Section Weight Objectives
OCI Data Science - Introduction & Configuration 10%
  •     Discuss OCI Data Science Overview & Concepts
  •     Understand the capabilities of Accelerated Data Science(ADS) SDK
  •     Configure your tenancy for Data Science
Design and Set up OCI Data Science Workspace 15%
  •     Create and manage Projects and Notebook sessions
  •     Create and manage Conda environments
  •     Store credentials via OCI Vault
  •     Configure and manage source code in Code Repositories (Git)
Implement end-to-end Machine Learning Lifecycle 40%
  •     Discuss ML Lifecycle Overview
  •     Access data from different sources
  •     Explore and Prepare data
  •     Visualize and Profile data
  •     Create and train models using OCI and Open source Libraries
  •     Create and Use automated ML capability from Oracle AutoML
  •     Evaluate models
  •     Obtain Global & Local Model Explanations
  •     Manage models using Model Catalog
  •     Deploy & Invoke a Cataloged Model
Apply MLOps Practices 15%
  •     Understand OCI MLOps Architecture
  •     Create & Manage Jobs for custom tasks
  •     Scale with OCI Data Science
  •     Monitor & Log using MLOps Practices
  •     Use Pipelines to automate machine learning workflow
Use related OCI Services 20%
  •     Create and Manage Spark Applications using Data Flow and OCI Data Science
  •     Understand OCI Open Data Service
  •     Create and Export a Dataset using OCI Data Labeling
  •     Use OCI AI Services for ML Solutions
Official Information https://education.oracle.com/oracle-cloud-infrastructure-data-science-2023-professional/pexam_1Z0-1110-23

Updates in the Oracle 1Z0-1110-23 Exam Topics:

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