Leveraging Oracle Autonomous Data Warehouse for Machine Learning
Track
Business Intelligence & Analytics
Date and time
-
Room
-
Duration
45'
Based on Oracle Generation 2 Cloud Architecture, Oracle Autonomous Data Warehouse (ADW) provides a fully automated data warehouse specific features to deliver outstanding query performance. ADW also comes a library of Oracle machine learning algorithms and a new set of tools such as SQL notebooks for predicative analytics and machine learning. This allows Data scientists to run Machine Learning projects in Oracle Database without moving data and also allows Database developers to pick up Machine learning with database tables, SQL and PL/SQL. l This session will examine Oracle Machine Learning as part of ADW collaborative environment. We will discuss process to develop machine learning applications in the ADW Oracle Machine Learning environment: analyze and prepare data set; build and evaluate and apply machine learning model. We also will discuss other Oracle Machine Learning family products and what news are coming up in Oracle 20c.
Lecture details
About speaker
Kai Yu, author
Kai Yu is a Distinguished Engineer of Dell Technical Leadership Community, in Dell Technologies Inc. Kai has 26 + years’ experience of architecting and implementing various IT solutions by specializing in Oracle database, Oracle Analytics , Oracle EBS, virtualization and Cloud. Kai has been a frequent speaker at various IT/Oracle conferences and several Oracle OTN/Groundbreaker tours with over 180 presentations. He also authored many articles in technical journals such as IEEE Transactions on Big Data, and co-authored Apress book “Expert Oracle RAC12c”. Kai has volunteered as Quest/IOUG conference committee member , IOUG RAC SIG president and Quest/IOUG Cloud SIG co-founder and the current vice president. Kai has been an Oracle ACE Director since 2010 and was featured as Oracle ACE Spotlight by OTN. He also received the 2011 OAUG Innovator of Year award the 2012 Oracle Excellence Award: Technologist of the Year: Cloud Architect by Oracle Magazine. Kai has shared all his technical articles and conference presentations on his Oracle blog: https://kyuoracleblog.wordpress.com/.