Wednesday, January 8, 2025 | 9:00 AM-10:30 AM
Register Here
Embark on a journey into the transformative world of Artificial Intelligence with the Databricks Platform, where governed data meets cutting-edge AI innovation. Learn how to enhance your traditional machine learning models by integrating generative AI capabilities, such as agent workflows, to unlock new levels of intelligence and automation. In just 90 minutes, this workshop will equip you with the skills to initiate, develop, and manage AI models that generate text, images, and more—all while leveraging your trusted data securely with Unity Catalog.
Discover how Databricks empowers you to combine the power of ML and generative AI for real-world applications, transforming business solutions, creative processes, and beyond. This hands-on session blends foundational theory with practical techniques, making it accessible to all skill levels. Join us to take the first step toward harnessing AI's full potential and revolutionizing your data-driven strategies.
At this event, you will get the chance to:
Learn how to utilize vector search within Databricks to enhance your Generative AI applications, making it easier to find and retrieve information based on similarity.
Get hands-on experience with embedding models to understand how data can be transformed into a format that generative models can use more effectively for tasks like recommendation systems or content generation.
Dive into the AI Playground on Databricks to experiment with foundational models, explore various AI functions, and see how they can be applied in real-world scenarios.
Understand how to pull open-source foundational models into your workflows, integrating them into experiments and pipelines for generating text, images, and more.
Govern all your AI assets using Unity Catalog
Agenda
9:00 AM - 9:05 AM
Welcome
9:05 AM - 9:20 AM
Presentation: Building AI Systems with Databricks
9:20 AM - 10:20 AM
Hands-on Lab
10:20 AM - 10:30 AM
Q&A
Tuesday, January 28, 2025 | 9:00 AM-11:00 AM PT
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Healthcare faces an evolving regulatory landscape with the goals of both improving system efficiency and patient outcomes. One prominent example from the Centers for Medicare & Medicaid Services (CMS) is known as the CMS Interoperability and Patient Access Final Rule. This was expanded in 2024 to add several new provisions to improve data exchange practices.
Of particular importance is accelerating the turnaround times to support timely access to care. Beginning on January 1, 2026, expedited requests must be handled within 72 hours. What makes this challenging from a data perspective? Requests are submitted via varying channels (phone, fax, email) and unstructured and structured data types (PDFs, CSVs, etc.).
With a modern data intelligence platform, you can ingest any data type and any interoperable standard (HL7, FHIR, DICOM) to deliver faster turnaround times.
Join Databricks, Redox and XponentL Data for this workshop, where we’ll explore:
The evolving regulatory landscape around interoperability
Ingesting data from the healthcare ecosystem including FHIR
Supporting predictive analytics to shorten turnaround times
Delivering data intelligence via FHIR to downstream applications to improve care
Agenda
9:00 AM - 9:05 AM
Welcome and Introductions
9:05 AM - 9:20 AM
The Data Intelligence Platform
9:20 AM - 10:00 AM
Best Practices for Healthcare Use Cases
10:00 AM - 10:20 AM
Demo: Ingesting FHIR and Democratizing Intelligence with AI/BI
10:20 AM - 10:40 AM
Demo: Delivering Data Intelligence via FHIR to the Healthcare Ecosystem
10:40 AM - 11:00 AM
Live Q&A
Speakers
