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Oracle 1Z0-1110-23 Exam Syllabus

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Before starting your 1Z0-1110-23 exam preparation, it is recommended to review the complete Oracle Cloud Infrastructure Data Science 2023 Professional exam syllabus and carefully go through the exam objectives listed below. Once you understand the exam structure and objectives, you should practice using our free 1Z0-1110-23 questions. We also provide premium 1Z0-1110-23 practice test, fully updated according to the latest exam objectives, to help you accurately assess your preparedness for the 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

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