This can be a collaborative publish from Databricks and Microsoft. We thank Mohini Verma, Senior Product Advertising and marketing Supervisor, for her contributions.
Knowledge + AI Summit 2024: Register now to affix this in-person and digital occasion June 10-13 and study from the worldwide knowledge group.
Microsoft is a Legend Sponsor of the Databricks Knowledge + AI Summit 2024, the premier occasion for the worldwide knowledge group. Be part of us to find out how knowledge intelligence permits each group to harness the facility of generative AI on their very own knowledge. Hear from Microsoft leaders who will share how clients have efficiently leveraged the Databricks Knowledge Intelligence Platform on Azure for his or her enterprise, integrating knowledge, AI, and analytics on one widespread platform.
At Knowledge + AI Summit, attendees may have the chance to listen to from Microsoft knowledge leaders sharing their insights on Tuesday, June eleventh, Wednesday, June twelfth, and Thursday June thirteenth throughout Microsoft, buyer, and partner-led Breakout Periods. Come pay attention and study in regards to the newest improvements and applied sciences, and listen to thought-provoking discussions together with the flexibility for networking alternatives the place you may join with different knowledge professionals in your trade.
The classes under are a information for everybody fascinated by Azure Databricks and span a variety of subjects—from scaling real-time knowledge processing in healthcare to implementing confidential computing and leveraging multi-cloud analytics methods. In case you have questions on Azure Databricks or service integrations, join with Azure Databricks specialists at Knowledge + AI Summit on the Microsoft sales space #119 on the Expo ground.Â
Microsoft Buyer Breakout Periods
Scaling Actual-Time Healthcare Knowledge Processing for the Veterans Affairs
Wednesday, June 12, 2024, 5:10 PM – 5:50 PM
The Division of Veterans Affairs (VA), the U.S.’s largest well being care system, helps over 9 million veterans throughout 172 medical facilities and 1,200 clinics. VA averages 40-60 million data of day by day affected person transactions. The Digital Well being Report Modernization Knowledge Syndication initiative goals emigrate VA knowledge to the cloud with improved knowledge accessibility and evaluation capabilities. Central to the initiative’s success is the usage of Azure Databricks and its Lakehouse structure. The undertaking options sturdy pipelines that ingest a whole lot of terabytes of historic knowledge into ADLS and employs structured streaming for real-time incremental knowledge processing of 1,000+ tables, refreshing each 5 seconds. This streaming knowledge is then shared with downstream customers to assist care supply use circumstances. Important optimization methods corresponding to Change Knowledge Feed, Predictive IO, and Photon have diminished ETL time by over 85%, empowering the VA to ship agile and responsive care to veterans.
Audio system:
- Kash Sabba, Sr. Advisor, Microsoft
- Spencer Schaefer, Chief AI Officer VISN 15, U.S. Division of Veteran Affairs
Microsoft-Led Breakout Periods
Powering Scalable Analytics and AI with Azure Knowledge Lake Storage
Wednesday, June 12, 2024, 12:30 PM – 1:10 PM
Typical AI fashions predict outcomes by analyzing knowledge, whereas Generative AI (Gen AI) and huge language fashions (LLMs) generate solely new outputs. Scaling mannequin constructing and inferencing pose challenges in sustaining precision, governance, and safety for customer-facing functions. Azure Storage affords scalable, safe cloud storage that integrates with trade main analytics engines corresponding to Azure Databricks and Microsoft Cloth to offer a unified analytics platform for knowledge engineering, knowledge science, and machine studying.
Be part of us for an in-depth session, we’ll delve into the underlying storage structure that permits hyper-scale workloads to make the most of Azure Knowledge Lake Storage (ADLS) with analytics engines of their selection for duties like knowledge cleaning and curation inside Spark pipelines for Massive Knowledge Analytics. You’ll uncover how this curated knowledge can then be accessed by knowledge science and enterprise intelligence groups and could be supplied to machine studying groups for additional coaching of GPT-X fashions. We are going to showcase architectural patterns, real-world workload efficiency, and storage behavioral traits of workloads operating at scale on Azure Storage at the moment.
Audio system:
- Jeff King, Principal Program Supervisor, Microsoft
- Saurabh Sensharma, Principal Product Supervisor, Azure Storage, Microsoft
Confidential Computing in Azure Databricks
Thursday, June 13, 2024, 12:30 PM – 1:10 PM
Be part of us for an insightful session as we discover the highly effective mixture of Azure Databricks and Confidential Computing. Azure Databricks affords a collaborative workspace tailor-made for knowledge groups, seamlessly integrating with Azure infrastructure companies, and facilitating all the knowledge lifecycle. Furthermore, our dialogue will spotlight the pivotal position of Confidential Computing in safeguarding delicate knowledge inside hardware-based trusted execution environments, guaranteeing knowledge integrity and privateness. We are going to discover the cutting-edge options of Confidential VMs, which improve visitor safety with out necessitating modifications to software code, all powered by AMD SEV-SNP know-how. Lastly, get an unique sneak peek into the roadmap forward, together with upcoming assist for Intel Confidential VMs on Azure Databricks and growth plans for Confidential VM availability throughout varied areas.Â
Audio system:
- Lindsey Allen, GM Azure Databricks, Microsoft
Accomplice-Led Breakout Periods
Sponsored by: KPMG | Better of Each Worlds: Microsoft Cloth & Databricks for Multi-Cloud Analytics
Thursday, June 13, 2024, 11:20 AM – 12:00 PM
This session will talk about how enterprises can leverage the strengths of Microsoft Cloth and Databricks to realize the most effective by combining the “Multi-Cloud” and “Any Cloud” analytics methods. Cloth offers a centralized knowledge functionality throughout on-premises and cloud sources whereas benefiting from the full-features of Microsoft 365, the co-pilot ecosystem, and OpenAI. Databricks affords cloud-agnostic “compute anyplace” knowledge processing and mannequin constructing: guaranteeing compute stays inside a particular setting, avoiding vendor lock-in, whereas offering a safe mannequin IP improvement platform. We are going to discover how important capabilities of Delta Sharing and Unity Catalog allow governance of knowledge, ML fashions, and GenAI throughout this setting and talk about first-hand learnings from harmonizing these platforms at KPMG.
Audio system:
- Sreekar Krishna, Principal, Advisory, KPMG LLP
- Tom Haslam, Principal, KPMG
We additionally invite you to go to the Microsoft sales space on the Expo ground, the place you will get to speak 1:1 with Microsoft Azure specialists on methods to deal with your important enterprise precedence use circumstances with Azure Databricks.
Register now to affix this occasion and turn out to be a part of the info and AI group. Learn the way firms are constructing their lakehouse structure with Azure Databricks, making a unified, open, and scalable knowledge platform. Get began with Azure Databricks with a free trial.
Be part of the Knowledge + AI group on the 2024 Summit and unlock the facility of knowledge, analytics, and AI with Azure Databricks.
For extra particulars on the classes and audio system, go to the Knowledge + AI Summit 2024 homepage.
