Within the quickly evolving panorama of knowledge administration, information warehousing continues to be a cornerstone for companies looking for to harness the ability of their information belongings.
As organizations more and more depend on data-driven insights to information strategic selections, the most recent developments in information warehousing replicate a shift towards extra refined, scalable, and safe options.
On the latest Knowledge + AI Summit, information and AI leaders got here collectively to debate developments shaping the way forward for information and new applied sciences which might be enabling organizations to enhance the effectivity and accessibility of knowledge. Listed below are a couple of of the highest periods:
Prime 5 Knowledge Warehousing Classes from Knowledge + AI Summit 2024
Introduction to AI/BI Genie- A New Conversational Analytics Expertise for Enterprise Customers
Audio system: Hanlin Solar, Chao Cai
As a busy information skilled, you are in all probability getting much more requests to reply questions and construct visualizations than you’ve time to truly deal with. Databricks AI/BI Genie mitigates this drawback by means of a brand new conversational analytics expertise for enterprise groups to self-serve by asking advert hoc questions straight on their information. On this speak we’ll cowl what AI/BI Genie is, the way it might help, and discover some greatest practices to arrange a Genie for your small business customers. Watch on-demand.
Knowledge Warehousing Efficiency, Scale and Safety with Databricks SQL
Audio system: Alex Esibov, Jeremy Lewallen
Knowledge warehousing in enterprise and mission-critical environments wants particular consideration for value/efficiency and safety. On this session, we’ll present how Databricks SQL addresses essentially the most difficult necessities for high-concurrency, low-latency efficiency and managing consumer identification, entry and governance at scale. We can even cowl the most recent developments in resource-based scheduling, autoscaling, and caching enhancements that enable for seamless efficiency and workload administration. Watch: Knowledge Warehousing Efficiency, Scale and Safety
Deeper BI Integrations with Databricks SQL
Audio system: Jade Wang, Can Efeoglu
BI integrations with Databricks SQL and instruments like Energy BI and Tableau have advanced to supply a seamless integration expertise with out leaving Databricks. Now you can straight join your Databricks workspace with Material and Energy BI workspaces or Tableau to publish and sync information fashions, with outlined major and international keys, between the 2 platforms. Be a part of this session to study extra about these superior options together with the most recent updates on drivers, connectors and the wealthy accomplice ecosystem round Databricks SQL. Watch: Deeper BI Integrations with Databricks SQL
What’s New in Databricks SQL with Stay Demos
Kent Marten, Patrick Yang
Take a look at reside demos on Databricks SQL for information warehousing on Databricks. Find out how the easy streamlined interfaces are making it simpler for analysts, builders, admins and enterprise customers to get their jobs executed and questions answered. We’ll present how straightforward it’s to create a warehouse, get information, rework it and construct queries and dashboards. We’ll additionally present the most recent options together with the brand new AI assistants for coding and dashboards, efficiency optimizations with serverless infrastructure, and observability with our new system tables. Watch: What’s New in Databricks SQL with Stay Demos
Utilizing Databricks SQL for Knowledge Warehousing and Analytics
Pearl Ubaru, Mohan Mathews
An introductory workshop that has been designed for directors, information shoppers (information analysts, SQL customers) to supply a foundational understanding on what and methods to leverage Databricks SQL. On this follow-along deep dive, we’ll cowl methods to:
- Setup Databricks SQL serverless warehouse
- Ingest your information into the lakehouse
- Discover and rework your information utilizing customary SQL
- Create wealthy visualizations for dashboards
- Use AI features like LLMs in your warehouse
- Govern your information warehouse with Unity Catalog
Watch: Utilizing Databricks SQL for Knowledge Warehousing and Analytics
Discover the catalog of breakouts, deep dives, lightning talks and paid coaching now. https://www.databricks.com/dataaisummit/agenda?monitor=data-warehousing-analytics-and-bi&web page=1