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Powerful: Practical Machine Learning In The Hands Of The DBA

Quest Forum Digital Event 2020

Powerful Machine Learning (ML) is now available to Oracle DBAs. Over the past few years, a number of changes have occurred making this possible. As Oracle DBAs, it is now our turn to leverage ML, enabling us to do things never before possible.

But there is a lot to learn. Everything from methodology to math to tools. And then the nagging question of, are there real machine learning use cases for the Oracle DBA?

In this presentation, I’m going to introduce you to the world of ML from a DBA perspective! This includes understanding what ML is, why use it, and why now. The ah-ha moment will occur when you realize many of our monitoring, alerting, diagnosis, and analysis skills are significantly enhanced with ML.

I will demonstrate a simple yet complete ML project using Python and the “Always Free” Oracle Autonomous Database with Oracle ML SQL Notebooks. All presentation slides, scripts, and a recording of the demonstration are available!

Watch the full-length video

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Powerful: Practical Machine Learning In The Hands Of The DBA