2022年 Data+AI 峰会精彩回顾中文版(线上直播)
DATA+AI Summit 2022 活动于今年6月27日至30日线上/线下举办,主题为“Destination Lakehouse”。超过 100,000 名数据领域的专家齐聚在全球最大的数据和人工智能峰会中,成功完成了为期四天的会议、主题演讲、培训和demo。
现在,我们也为您精心准备了 Data+AI Summit 2022 中文版回顾的线上直播,总结 Data+AI Summit 2022 主题演讲最精华的部分,以及现场问答环节,会由专业的解决方案架构师来为您现场解答任何对于Databricks/峰会的问题,不容错过!
如果您对Delta Lake 2.0、Databricks SQL Serverless、Unity Catalog、Delta Live Table、MLFlow 2.0 等 10 多个主题感兴趣,请尽快注册!
主要内容包括:
- Delta Lake 2.0: Open sourcing all Delta Lake enhancements by Databricks, including those that were previously available only to Databricks customers
- Databricks SQL Serverless: Available in preview on AWS, providing instant, secure and fully managed elastic compute for improved performance at a lower cost. Photon, the record-setting query engine for lakehouse systems, will be generally available on Databricks Workspaces in the coming weeks
- Unity Catalog: Generally available on AWS and Azure in the coming weeks, Unity Catalog offers a centralized governance solution for all data and AI assets, with built-in search and discovery, automated lineage for all workloads, with performance and scalability for a lakehouse on any cloud
- Delta Live Table (DLT): We introduced an industry-first price/performance optimizing layer for data engineering pipelines, plus Enhanced Autoscaling and Change Data Capture (CDC) capabilities
- MLflow 2.0: The addition of MLflow Pipelines offers pre-defined, production-ready templates to accelerate model development and operations, substantially decreasing time to production and improving execution at scale
- Databricks Machine Learning: New Serverless Model Endpoints support production model hosting with low latency and high availability, and Model Monitoring to monitor core model metrics in production using auto-generated dashboards