In-database Machine Learning and Data Science with Oracle Autonomous Database
Track
Artificial inteligence
Date and time
Friday, 20. October 2023., 11:00
Room
Hall A
Duration
45'
As next generation enterprise applications are more data driven and more intelligent, advanced analytics and machine Learning bring great business value. By moving the machine learning algorithms to data where the data is stored, Oracle In-Database machine learning allows to use machine learning model in your applications. In this session, we will discuss how Oracle Autonomous database provides a great platform for developing and deploying In-database machine learning and the related data science tasks. We will discuss how to build, evaluate and deploy machine learning models natively with large enterprise data using Oracle Machine Learning for SQL(OML4SQL) and Oracle Machine Learning for Python (OML4Py). Join us to learn the machine learning process with Oracle Autonomous Database as platform that supports data preparation and exploring, model building , model evaluation and model scoring through some examples. We also will discuss how to automate the machine learning with Automated Machine Learning (AutoML) that includes the AutoML UI and AutoML in OML4PY
Lecture details
About speaker
Kai Yu, author
Kai Yu is a Distinguished Engineer and a member of the Technical Leadership Community in Dell Technologies. Kai has 30 years’ experience of architecting various IT solutions by specializing in Oracle database, Oracle EBS, Oracle Cloud, Oracle BI Analytics and Machine Learning. Kai has been a frequent speaker at various IT/Oracle conferences such as IEEE HPCC, OOW, Collaborates, HrOUG, Oracle LAOUC tour, Oracle APAC tour, Oracle EMEA tour, DOAG(Germany), UKOUG, RMOUG, POUG(Poland) etc with more 220 presentations in 25 countries. He also authored 36 articles in technical journals such as IEEE Transactions on Big Data, IOUG Select etc. Kai has published two Apress books “Expert Oracle RAC12c” and more recent “Machine Learning for Oracle Database Professionals”Kai has been a Quest/IOUG conference committee member, IOUG RAC SIG president and 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. He also received the 2011 OAUG Innovator of Year award the 2012 Oracle Excellence Award: Technologist of the Year: Cloud Architect by Oracle Magazine.
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HrOUG.hr
The conference is organized by the Croatian Association of Oracle users. More about the association can be found at Hroug.hr.