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  • Exam Code: 1Z0-1096-21
  • Exam Name: Oracle Machine Learning using Autonomous Database 2021 Specialist
  • , Last Updated: Sep 03, 2026
  • Q & A: 55 Questions and Answers
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  • Exam Code: 1Z0-1096-21
  • Exam Name: Oracle Machine Learning using Autonomous Database 2021 Specialist
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To pass the Oracle 1Z0-1096-21 exam, candidates must demonstrate their knowledge of various machine learning techniques, including supervised and unsupervised learning, clustering, and regression analysis. They must also show that they know how to use tools such as Oracle Machine Learning Notebooks and Oracle Analytics Cloud to develop and deploy machine learning models. Additionally, candidates are expected to have a good understanding of data visualization techniques and how to use them to communicate insights to stakeholders.

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Oracle 1Z0-1096-21 certification exam is designed for professionals who want to demonstrate their expertise in machine learning using autonomous databases. Oracle Machine Learning using Autonomous Database 2021 Specialist certification is aimed at individuals who have experience in designing, developing, and deploying machine learning models using Oracle Autonomous Database. Candidates who pass 1Z0-1096-21 exam are recognized as Oracle Machine Learning using Autonomous Database 2021 Specialists.

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Oracle 1Z0-1096-21 Exam Syllabus Topics:

SectionObjectives
Data Preparation and Exploration- Data access and manipulation in Autonomous Database
  • 1. SQL data preparation techniques
    • 2. Data cleansing and transformation
      - Feature engineering
      • 1. Handling missing and categorical data
        • 2. Feature selection and creation
          Model Development and Deployment- Model deployment in Autonomous Database
          • 1. Operationalizing machine learning models
            • 2. Model scoring and inference
              - Model training and evaluation
              • 1. Model selection and tuning
                • 2. Performance evaluation metrics
                  Oracle Machine Learning Tools and APIs- OML4Py (Python integration)
                  • 1. Data science workflows in Python
                    • 2. Python API usage with Autonomous Database
                      - OML4SQL and OML Notebooks
                      • 1. SQL-based machine learning workflows
                        • 2. Notebook-based development
                          Oracle Machine Learning Fundamentals- Introduction to Oracle Machine Learning on Autonomous Database
                          • 1. OML architecture and components
                            • 2. Autonomous Database integration overview
                              Machine Learning Models in OML- Supervised learning
                              • 1. Regression algorithms
                                • 2. Classification algorithms
                                  - Unsupervised learning
                                  • 1. Anomaly detection
                                    • 2. Clustering techniques

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