DatabaseWorld is the premier event for all things Oracle Database, both on-premises and in the cloud. Get all the practical, technical knowledge that you expect from DatabaseWorld—and so much more—when it arrives in Las Vegas as part of CloudWorld. Come to hear and meet Oracle Database’s top executives, product managers, and engineers.
Register for Oracle DatabaseWorld at CloudWorld
With less than six weeks to go, it’s time to add sessions related to machine learning and generative AI to your lineup. In-database machine learning functionality along with R and Python integration extend Autonomous Database as a platform for data science and machine learning. See the database sessions catalog.
Generative AI and Oracle Autonomous Database: A Powerful Combination [LRN3520]
The opportunities offered by generative AI—such as large language models (LLMs) like the hugely popular ChatGPT—seem limitless. We’ve already seen how such LLMs can be used to write SQL and Python code from natural language descriptions or generate web applications from a rough sketch on a napkin with minimal direction. LLMs show great potential for databases in general, and Oracle Autonomous Database in particular. We look at how LLMs can be used in combination with Oracle Autonomous Database—exploring the state of the art and the art of the possible.
Enabling Generative AI with Oracle Database [LRN1412]
Oracle is uniquely positioned to enable enterprise applications to securely harness the power of generative AI for today and tomorrow. Oracle’s converged database not only stores and analyzes a colossal amount of data supporting global enterprises, but it also offers a rich set of AI and machine learning APIs to provide semantic search capabilities on this data that’s crucial for large language models (LLMs) like ChatGPT. Using customer-specific database metadata, prompt augmentation leads to increased accuracy. Learn more about Oracle’s recent and upcoming advancements in generative AI technology, including AI data processing enhancements, needed to power your next-gen enterprise applications safely, efficiently, and securely.
Getting Started with Oracle Machine Learning—Build and Deploy Your First Model [LRN3647]
New to data-driven AI-based solutions? Did you know you can easily use Oracle Autonomous Database (and Oracle Database) to build machine learning models on your enterprise data to address key business problems? And you can do it without incurring the cost and complexity of deploying additional analytical tools. With Oracle’s converged database, machine learning is at your fingertips—whether through popular data science languages like Python, R, and SQL, or no-code user interfaces. This quick-paced introduction to in-database machine learning is illustrated with specific customer use cases for those new to learning and data-driven AI-based solutions.
Oracle Autonomous Database as a Platform for Data Science and Machine Learning [DIG3519]
Oracle Autonomous Database is a great platform for data management. But did you know it is also a great platform for developing and deploying data science and machine learning (ML) solutions? Machine Learning in Oracle Database lets you quickly develop and evaluate your ML models using your favorite languages (SQL, Python, and R), deploy solutions using the database environment’s REST and SQL interfaces, and augment solutions with popular R and Python packages and easy-to-use no-code interfaces—including AutoML. Stop moving data and dealing with deployment complexity. Learn how to simplify your ML solutions, dramatically improve performance, and get your job done faster.
Machine Learning Using Python and Oracle Database—Automate, Scale, and Deploy [HOL2337]
This hands-on lab lets you experience machine learning in Oracle Database for Python on Oracle Autonomous Database. See how OML4Py supports scalable in-database data exploration and preparation using native Python syntax, invocation of in-database algorithms for model building and scoring, and embedded execution of user-defined Python functions from Python or REST APIs. We also explore the automated machine learning (AutoML) interface for automated algorithms and feature selection, and hyperparameter tuning.
Of course, this is just a small sample of what’s happening at this year’s DatabaseWorld at CloudWorld. Once again, the event brings you multiple days of jam-packed content and activities where you can expand your knowledge, meet and network with peers, and learn more about Oracle solutions and technologies. Make sure you check out the session catalog for yourself and use the Favorite button to bookmark all the sessions that you don’t want to miss.
DatabaseWorld is included with your CloudWorld pass. If you select Database as your primary interest during registration, you’ll receive a DatabaseWorld badge in Las Vegas. Of course, you’ll have full access to all CloudWorld activities at The Venetian.
We look forward to welcoming you at DatabaseWorld at CloudWorld in Las Vegas!