Oracle 1Z0-1096-21 Q&A - in .pdf

  • Exam Code: 1Z0-1096-21
  • Exam Name: Oracle Machine Learning using Autonomous Database 2021 Specialist
  • 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
  • Q & A: 55 Questions and Answers
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Oracle 1Z0-1096-21 certification exam is designed to test an individual's knowledge and skills in utilizing machine learning techniques and algorithms with the Oracle Autonomous Database. Oracle Machine Learning using Autonomous Database 2021 Specialist certification is ideal for individuals who have experience working with Oracle Autonomous Database and want to demonstrate their proficiency in machine learning techniques to enhance their career prospects.

Reference: https://education.oracle.com/oracle-machine-learning-using-autonomous-database-2021-specialist/pexam_1Z0-1096-21

Oracle 1Z0-1096-21 exam is intended for individuals who have a deep understanding of Oracle Autonomous Database and machine learning concepts. 1Z0-1096-21 exam is suitable for data analysts, data architects, and database administrators who want to expand their knowledge of machine learning in Oracle Autonomous Database. Professionals who have taken the Oracle Machine Learning using Autonomous Database 2021 Specialist exam gain a competitive advantage in the job market and can demonstrate their expertise in machine learning using Oracle Autonomous Database.

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By earning the Oracle 1Z0-1096-21 certification, professionals can demonstrate their expertise in machine learning using the Autonomous Database and stand out in a competitive job market. They can also gain access to a network of certified professionals and ongoing training and development opportunities to stay up-to-date with the latest trends and technologies in this field.

Oracle 1Z0-1096-21 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Preparation and Exploration- Feature engineering
  • 1. Feature selection and creation
    • 2. Handling missing and categorical data
      - Data access and manipulation in Autonomous Database
      • 1. Data cleansing and transformation
        • 2. SQL data preparation techniques
          Topic 2: Oracle Machine Learning Fundamentals- Introduction to Oracle Machine Learning on Autonomous Database
          • 1. Autonomous Database integration overview
            • 2. OML architecture and components
              Topic 3: Machine Learning Models in OML- Unsupervised learning
              • 1. Clustering techniques
                • 2. Anomaly detection
                  - Supervised learning
                  • 1. Regression algorithms
                    • 2. Classification algorithms
                      Topic 4: Oracle Machine Learning Tools and APIs- OML4SQL and OML Notebooks
                      • 1. Notebook-based development
                        • 2. SQL-based machine learning workflows
                          - OML4Py (Python integration)
                          • 1. Data science workflows in Python
                            • 2. Python API usage with Autonomous Database
                              Topic 5: 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

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