You can use this Oracle 1Z0-1110-24 exam study guide to collect all the information about the Oracle Cloud Infrastructure 2024 Data Science Professional exam. The Oracle 1Z0-1110-24 certification exam is mainly targeted to those candidates who have some experience or exposure to Oracle Cloud Infrastructure technology and want to flourish their career with Oracle Cloud Infrastructure 2024 Certified Data Science Professional credential.
The Oracle 1Z0-1110-24 certification exam validates your understanding of the Oracle Cloud Infrastructure technology and sets the stage for your future progression. Your preparation plan for Oracle Cloud Infrastructure 2024 Data Science Professional Certification exam should include hands-on practice or on-the-job experience performing the tasks described in following certification exam syllabus topics.
Oracle 1Z0-1110-24 Exam Details:
| Exam Name | Oracle Cloud Infrastructure 2024 Data Science Professional |
| Exam Code | 1Z0-1110-24 |
| Exam Price | USD $245 (Pricing may vary by country or by localized currency) |
| Duration | 90 minutes |
| Number of Questions | 50 |
| Passing Score | 68% |
| Format | Multiple Choice Questions (MCQ) |
| Recommended Training | Become an OCI Data Science Professional (2024) |
| Schedule Exam | Buy Oracle Training and Certification |
| Sample Questions | Oracle Cloud Infrastructure 2024 Certified Data Science Professional |
| Recommended Practice | 1Z0-1110-24 Online Practice Exam |
Oracle 1Z0-1110-24 Syllabus Topics:
| OCI Data Science - Introduction & Configuration |
- Discuss OCI Data Science Overview & Concepts
- Discuss the capabilities of Accelerated Data Science(ADS) SDK - Configure your tenancy for Data Science |
10% |
| Design and Set up OCI Data Science Workspace |
- 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) |
15% |
| Implement end-to-end Machine Learning Lifecycle |
- 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 - Obtain Global & Local Model Explanations - 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 |
45% |
| Apply MLOps Practices |
- 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 |
20% |
| Use related OCI Services |
- 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 |
10% |
The Oracle Cloud Infrastructure Data Science Professional Certification Program certifies candidates on skills and knowledge related to Oracle Cloud Infrastructure products and technologies. The Oracle 1Z0-1110-24 is granted based on a combination of passing exams, training, and performance-based assignments, depending on the level of certification. Oracle Cloud Infrastructure 2024 Data Science Professional certification is a real benchmark of experience and expertise that helps you stand out in a crowd among employers. To ensure success, Oracle recommends combining education courses, practice exams, and hands-on experience to prepare for your Oracle Cloud Infrastructure 2024 Certified Data Science Professional certification exam as questions will test your ability to apply the knowledge you have gained in hands-on practice or professional experience.