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Machine Learning on Autonomous Database Workshop

About This Workshop

About This Workshop

Oracle integrates machine learning across the Oracle stack and the enterprise, fully leveraging Oracle Database and Oracle Autonomous Database. In this workshop, create a machine learning model and move the model to ADB. Explore machine learning notebooks and use prediction in applications.

Workshop Duration: 2 hours


Workshop prerequisites:
  • Familiar with local shell environments (cmd, bash, cshell, etc)
  • Familiar with local editing tools, vi and nano
  • Comfortable with local PC-based file system for Windows or Mac
  • Comfortable executing commands in a local shell
  • Familiarity with Database is desirable, but not required
  • Some understanding of cloud and database terms is helpful
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

Ways to run this workshop

Ways To Run This Workshop

Free Trial

Free Trial with US$300 of free credits to use for up to 30 days on eligible Oracle Cloud Infrastructure services. More info

Aways Free

Always Free services are available for an unlimited time. No cloud credits are required to use these services. More info

On Your Tenancy

Run on Your Tenancy using Oracle Universal Credits you've purchased.
Using your credits | Services available

Reserve on LiveLabs

Run on LiveLabs using our free tenancy. Your session can run for up to 4 hours.
Oracle account help | Oracle account signup

Workshop Outline

Workshop Details


Workshop outline:
  • Provision ADB
  • Create Machine Learning Model
  • Migrate the ML model to ADB
  • Use Prediction in an application


Take-aways from this workshop:

Use machine learning to analyze enterprise data in an Oracle Database



Level: Beginner


Roles: Data Scientist, Developer


Focus Areas: AI/ML, Docker


Products/Technologies: Autonomous Data Warehouse, Oracle Machine Learning, Python