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Oracle 1Z0-1110-25 Exam Topics

Oracle 1Z0-1110-25 Exam Overview :

Exam Name: Oracle Cloud Infrastructure 2025 Data Science Professional
Exam Code: 1Z0-1110-25
Certifications: Oracle Cloud , Oracle Cloud Infrastructure Certifications
Actual Exam Duration: 90 minutes
Expected no. of Questions in Actual Exam: 50
Exam Registration Price: $245
See Expected Questions: Oracle 1Z0-1110-25 Expected Questions in Actual Exam

Oracle 1Z0-1110-25 Exam Objectives :

Section Weight Objectives
OCI Data Science - Introduction & Configuration 10%
  • Discuss OCI Data Science Overview & Concepts
  • Discuss 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
  • Use OCI Vault to store credentials
  • Configure and manage source code in Code Repositories (Git)
Implement end-to-end Machine Learning Lifecycle 45%
  • Discuss ML Lifecycle Overview
  • Use different data sources to fetch data.
  • 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
  • Manage models using Model Catalog
  • Deploy & Invoke a Cataloged Model
  • Discuss ADS and OCI Generative AI Integration
  • Discuss LangChain Application deployment to Data Science.
  • Discuss Operators (optional)
  • Discuss AI Quick Actions
Apply MLOps Practices 20%
  • Discuss OCI MLOps Architecture
  • Create & Manage Jobs for custom tasks
  • Scale with OCI Data Science
  • Discuss Autoscaling Model deployment for Inference
  • Monitor & Log using MLOps Practices
  • Use Pipelines to automate machine learning workflow
Use related OCI Services 10%
  • Create and Manage Spark Applications using Data Flow and OCI Data Science
  • Describe OCI Open Data Service
  • Create and Export a Dataset using OCI Data Labeling
Official Information https://education.oracle.com/oracle-cloud-infrastructure-2024-data-science-professional/pexam_1Z0-1110-25

Updates in the Oracle 1Z0-1110-25 Exam Topics:

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