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Oracle Database 19c: Data Mining Techniques

The Oracle Database 19c: Data Mining Techniques course introduces the fundamental concepts and terminology associated with data mining and explains the steps involved in the data mining process. Participants learn how to use Oracle Data Miner to perform data mining and how to deploy predictive results. The course covers classification, regression, clustering, market basket analysis, anomaly detection, and the deployment of data mining results. Participants also learn practical tasks such as creating a Data Miner user connection, installing the Data Miner repository, creating projects and workflows, building models, viewing model results, modifying source data, rebuilding models, and applying model rule filters.
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Course Description

Key Takeaways
  • Create a User Account for Data Miner in the database.
  • Create a Data Miner User Connection.
  • Install the Data Miner Repository.
  • Create a Data Miner Project and Workflow.
  • Create Classification Models.
  • Create Regression Models.
  • Create Clustering Models.
  • View Model Results and Apply the Model.
  • Create an Association Rules Model.
  • Modify Source Data and rebuild the model.
  • Apply Model Rule Filters.
  • Create an Anomaly Detection Model.
Course Outline

1: Introduction

2: Data Mining Concepts and Terminology

3: The Data Mining Process

4: Introducing Oracle Data Miner

5: Using Classification Models

6: Using Regression Models

7: Using Clustering Models

8: Performing Market Basket Analysis

9: Performing Anomaly Detection

10: Deploying Data Mining Results

Duration

2 Days

Exam Details

Course Completion Certificate by Network Binary

Lab Outline
  • Create a User Account for Data Miner in Your Database
  • Create a Data Miner User Connection
  • Install the Data Miner Repository
  • Create a Data Miner Project and Workflow
  • Create Classification Models
  • Create Regression Models
  • Create Clustering Models
  • View Model Results and Apply the Model
  • Create an Association Rules Model
  • Modify the Source Data and Rebuild the Model
  • Apply Model Rule Filters
  • Create an Anomaly Detection Model
Who should attend
  • Application Developers
  • Business Analysts
  • Data Warehouse Analysts
  • Database Administrators
Prerequisites
  • SQL language
  • Oracle Database design
  • Oracle Database administration

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FAQs

What is Oracle Database 19c: Data Mining Techniques?

Oracle Database 19c: Data Mining Techniques introduces the fundamental concepts and terminology of data mining and explains how to use Oracle Data Miner to perform data mining and deploy predictive results.

What topics are covered in Oracle Database 19c Data Mining Techniques training?

The course covers data mining concepts and processes, Oracle Data Miner, classification, regression, clustering, market basket analysis, anomaly detection, and deployment of data mining results.

Does the course include hands-on practice?

Yes. The Oracle learning environment provides a dedicated lab facility, and the course includes practical activities involving Data Miner accounts, repositories, projects, workflows, predictive models, model results, source-data changes, and anomaly detection.

Oracle Database 19c: Data Mining Techniques

The Oracle Database 19c: Data Mining Techniques course introduces the fundamental concepts and terminology associated with data mining and explains the steps involved in the data mining process. Participants learn how to use Oracle Data Miner to perform data mining and how to deploy predictive results. The course covers classification, regression, clustering, market basket analysis, anomaly detection, and the deployment of data mining results. Participants also learn practical tasks such as creating a Data Miner user connection, installing the Data Miner repository, creating projects and workflows, building models, viewing model results, modifying source data, rebuilding models, and applying model rule filters.

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