Interested in machine learning? This is your chance to learn how you can benefit from in-database machine learning in MySQL HeatWave! 

With native, in-database machine learning in MySQL HeatWave, you don’t need to move data to a separate ML service. You can easily and securely apply machine learning training, inference, and explanation to data stored in MySQL HeatWave—accelerating ML initiatives, increasing security, and reducing costs. HeatWave AutoML automates the machine learning lifecycle, including algorithm selection, intelligent data sampling for model training, feature selection, and hyperparameter optimization—saving data analysts significant time and effort. All the models trained by HeatWave AutoML are explainable. Predictions are delivered with an explanation of the results, helping organizations with regulatory compliance, fairness, repeatability, causality, and trust.

Oracle CloudWorld offers you plenty of opportunities to learn how to make the most of HeatWave AutoML and discover its new capabilities. 

First, be sure to attend the MySQL HeatWave solution keynote presented by Edward Screven, Oracle’s Chief Corporate Architect. You’ll hear about the latest innovations in ML as well as other topics and see an exciting generative AI demo!

The Future of Scale-Out Data Processing with HeatWave Lakehouse [SOL3973]
Wednesday, September 20th | 04:00 pm – 04:45 pm. Add it to your schedule now.

If you can’t make it to Vegas this year, you can still see this keynote online with “CloudWorld on Air”. Get your free digital pass now! 

Then, we highly recommend joining the following sessions:

Automate Your Machine Learning Journey With MySQL HeatWave [LRN3497]

Session featuring NVIDIA 

Learn about a range of fully automated machine learning capabilities to solve business problems such as forecasting demand, detecting fraudulent transactions, predicting upcoming maintenance needs, and recommending new products to your loyal customers—all via an easy-to-use, performant, secure SQL/GUI interface. Machine learning is performed on your data inside the database, and you’ll access these ML capabilities at no additional cost. Join us to learn more about how MySQL HeatWave can automate your ML journey and see a demo of these exciting functionalities in action.

Tuesday, September 19th  | 05:00 pm – 05:45 pm PDT

Innovations in MySQL HeatWave: Data Warehouse, Lakehouse, Machine Learning and Generative AI [LRN2392] 

Session featuring Credit Guarantee Fund Trust for Micro and Small Enterprises (CGTMSE)

MySQL HeatWave provides a single database service for analytics, machine learning, transaction processing, and data lake applications. It provides the best price-performance in the industry for these workloads. Learn about new capabilities that enable both MySQL and non-MySQL workloads. Hear from CGTMSE on how MySQL HeatWave has helped transform their business.

Tuesday, September 19 | 02:00 pm – 02:45 pm

Accelerate ML, OLTP, and OLAP Applications with MySQL HeatWave natively on AWS [LRN3495]

Session featuring Aiwifi 

Learn how to accelerate database and machine learning applications on Amazon Web Services with MySQL HeatWave, which is offered as a native service inside AWS so you do not incur data egress charges. Explore the MySQL Heatwave interactive console to gain real-time and predictive insights. Find out how it offers unmatched price performance compared to any other database service. Plus, see a demo of these exciting functionalities.

Wednesday, September 20th | 01:00 pm – 01:45 pm


How about gaining hands-on experience with MySQL HeatWave AutoML, under the guidance of the engineers who build it! Attend our hands-on lab:

Automate ML Application Development with MySQL HeatWave [HOL3505]

Find out how to use the capabilities of MySQL HeatWave AutoML to implement a project with a classification use case. Learn to create and use a predictive ML model to walk through the steps of preparing data, using the ML_TRAIN routine to train a model, and use ML_PREDICT_ and ML_EXPLAIN_ routines to generate predictions and explanations. Finally, assess the quality of a model using the ML_SCORE routine and view a model explanation to understand how your model works.

Wednesday, September 20th | 05:00 pm – 06:30 pm


Pressed on time? You can catch a 20 min overview during a theater session on the show floor:

Fully automated In-Database Machine Learning with MySQL HeatWave [THR2393]

Sick of the added time, cost, and security concerns posed by extract, transform, and load (ETL) when moving data from your MySQL database to a separate machine learning offering? This theater session provides an overview of how to use HeatWave’s automated machine learning feature to build and train machine learning models without the data leaving the database. Learn how MySQL HeatWave automates the machine learning lifecycle, including algorithm selection, intelligent data sampling for model training, feature selection, hyperparameter optimization, and more—saving your organization significant time and effort.

Thursday, September 21st | 12:30 pm – 12:50 pm


Finally, meet us at the MySQL kiosk in the AI Pavilion to see a demo and ask all your questions:

Machine learning automation with MySQL HeatWave

Join us to see in-database machine learning in action. MySQL HeatWave AutoML automates algorithm selection, intelligent data sampling for model training, feature selection, and hyperparameter optimization—and delivers predictions with an explanation of the results. Discover MySQL Autopilot, providing workload-aware, machine learning–powered automation for MySQL HeatWave. Watch how ML helps query data in MySQL, in object storage, or across both with the best industry performance—in multiple clouds.

Not registered for Oracle CloudWorld yet? You can still do so here.


We look forward to seeing you in Vegas!