Presented at BLUEPRINT 4D 2024
Session ID: P-045925

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 machine learning (OLM) makes easy to use the machine learning technology in your applications. In this session: we will discuss Oracle Autonomous database as a platform for OML and the related data science tasks. This session aims to help traditional database professions pick up OML through more familiar tools such as Oracle Machine Learning for SQL(OML4SQL) and OML notebook provided in the Oracle Autonomous Database (ADB) environment. Join us to learn the machine learning tasks such as data exploration and preparation: model building: model evaluation and model deployment in the Oracle Autonomous Database (ADB) through some live demos and examples. A new OML feature called AutoML UI will also be discussed in the session. We will also discuss some latest topics related to Generative AI and Oracle Autonomous Database including to Nature language to SQL generation and Vector search.By attending this session: the audiences will learn: Oracle In Database Machine Learning technology: methods and algorithms.. Oracle Machine Learning in Autonomous Database environment. . Oracle Machine Learning for SQL (OML4SQL) and OML notebook and AutoML. The latest development on Generative AI with Oracle Autonomous Database and Oracle Database.