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OML usage highlight: Live Demo of Oracle Stream Analytics with OML AutoML UI and OML Services

Join us on this weekly Office Hours for Oracle Machine Learning on Autonomous Database, where Hadi Javaherian, Senior AppDev and Integration Platform Specialist will explain all the benefits of the integration between Oracle Stream Analytics and Oracle Machine Learning Services. He will share how this is directly related to the concept of Data Mesh at a high level, and will also show how easy it is for a user to create models using OML AutoML UI and deploy them in seconds to OML Services, which then are made available immediately to Oracle Stream Analytics for real time scoring. The Oracle Machine Learning product family supports data scientists, analysts, developers, and IT to achieve data science project goals faster while taking full advantage of the Oracle platform. The Oracle Machine Learning Notebooks offers an easy-to-use, interactive, multi-user, collaborative interface based on Apache Zeppelin notebook technology, and support SQL, PL/SQL, Python and Markdown interpreters. It is available on all Autonomous Database versions and Tiers, including the always-free editions. OML includes AutoML, which provides automated machine learning algorithm features for algorithm selection, feature selection and model tuning, in addition to a specialized AutoML UI exclusive to the Autonomous Database. OML Services is also included in Autonomous Database, where you can deploy and manage native in-database OML models as well as ONNX ML models (for classification and regression) built using third-party engines, and can also invoke cognitive text analytics. Video highlights 00:40 Topics for Today 00:52 Upcoming Sessions 01:34 GGSA and AutoML UI - Data Mesh in Practice 02:31 Data Fabric, Stream Processing and Data Mesh 03:04 Data Capital 03:28 Attributes of a Trusted Data Mesh 05:15 Data Products 06:08 A Decentralized Mesh 07:23 Streaming Data Pipelines 08:03 GoldenGate Stream Analytics 08:58 Tangible, Trusted Data Products 10:15 AutoML UI Experiment - OML Simplified 10:55 GGSA and AutoML UI Integration 12:33 Data Mesh with Stream Analytics and AutoML UI 14:37 Live Demo - Oracle Stream Analytics 16:18 Live Demo - Oracle Machine Learning AutoML UI 17:09 Live Demo - OML Models 17:58 Live Demo - Oracle Stream Analytics 21:42 Q&A

Resources

Workshop Info

Session Has Completed - 21 September 2021
45 Minutes
Oracle Machine Learning Office Hours
English
Oracle Machine Learning