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Oracle Machine Learning with Autonomous Database and APEX

Course Description

Introduction to Oracle Autonomous Cloud Platform

  • Introduction of Machine Learning

  • Oracle Machine Learning: Features & Components

  • Compatible Oracle Cloud Services

  • Oracle Cloud Platform Autonomous Services

  • Oracle Autonomous Database

  • Oracle APEX Cloud

Introduction to Oracle Machine Learning

  • Accessing the Oracle Machine Learning Home Page

  • Creating a New Project and Workspace

  • Managing Workspaces Permissions

Creating Workspace and Projects in OML

  • Accessing the Oracle Machine Learning Home Page

  • Creating a New Project and Workspace

  • Managing Workspaces Permissions

Creating SQL Scripts and Running SQL Commands in OML

  • SQL Script Scratchpad

  • Developing & Running SQL Scripts

  • Exporting and Importing SQL Scripts

  • Restrictions on SQL Commands

  • Restrictions for Database Options

  • Restrictions for Database Initialization Parameters

  • Connection Groups

Notebooks in OML

  • Examples: OML Notebook

  • Creating & Editing a Notebook

  • Typical Workflow for Analyzing Data with Oracle Machine Learning

  • Traditional Programming Versus Machine Learning

  • Creating Text Input Forms in Notebooks

  • Creating Select Forms in Notebooks

  • Creating Check Box Forms in Notebooks

  • Setting Up an Output Format

Collaborating Using Templates in OML

  • Templates in Oracle Machine Learning

  • Saving a Notebook as Template in Oracle Machine Learning

  • Sharing Templates

  • Editing Template Settings

  • Collaborate Using the Export Option

Administering OML

  • Workflow for Managing Oracle Machine Learning

  • User Data

  • Compute Resource

  • Creating User Accounts for Oracle Machine Learning

Working with OML using Autonomous Transaction Processing Cloud

  • Autonomous Transaction Processing

  • Typical Workflow for Autonomous Transaction Processing, and Other Services and Tools

  • Using Oracle Machine Learning with Autonomous Transaction Processing

  • K-means Algorithm

  • Oracle Machine Learning for Data Access, Analysis, and Discovery

Creating Visualizations in OML Using Oracle APEX

  • Oracle APEX Cloud

  • Create Connections to Autonomous Transactional Processing Cloud

  • Use Machine Learning to Analyze Data by Using Oracle APEX

  • Using Data Flow to Curate Data Sources

  • Running Data Flows

  • Prediction Visualization

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