A b s t r a c t 

Title: A Hands-on Introduction To Applied Machine Learning For The DBA
Presenter: Craig Shallahamer
Organization: OraPub/Viscosity
Summary: Instead of TALKING about the two most common ML applications (anomaly detection and performance prediction), in this workshop we are going to build two simple but powerful Oracle Average Active Session (AAS) prediction systems.

After these two projects, you will be in a position to begin your ML journey, including what skills you need to develop, the resources available and how ML can be embedded into your systems.

All you need is a laptop, an internet connection, and a Gmail account. We will be working in the free Google Colab environment, so no software will be downloaded onto your system! Plus, OraPub will provide you with all the needed data. And most importantly, you DO NOT need to know Python! All the code has been written for you.
Emerging Technologies
Track Sponsor: Auraplayer
Session Type: Half-Day Hands-On Workshop
Target Audience: Architecture, AI/BI, Data Management
Experience Level: All
Session: Workshop PM: 02/15/2023 1:00 pm to 5:00 pm
Location: ROOM 107
Biographical Sketch: Craig Shallahamer is the founder of OraPub and is now an Applied AI Scientist with Viscosity, North America. He has over 30 years of experience in consulting, training and tool development in machine learning and Oracle database performance tuning for literally hundreds of companies around the world, including Oracle Corporation. Craig is also an Oracle ACE Director. He is the author of two best selling books, "Oracle Performance Firefighting" and "Forecasting Oracle Performance." He has served on several user group boards and has managed conference DBA tracks for several years.

RMOUG Training Days 2023

Conference Administration Tool | Copyright © 2023, Prairie Systems Group, Limited