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DATA+AI Virtual WORLD TOUR Training
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Classroom Contents
Discover the Data Lakehouse: Simplifying Data Architecture for Analytics and ML
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- 1 DATA+AI Virtual WORLD TOUR Training
- 2 Data explosion has created clear winners
- 3 But effectively leveraging data is not easy
- 4 We know data is critical to business outcomes
- 5 The Data and Al Maturity Curve From descriptive to prescriptive
- 6 Open source tailwinds
- 7 All organizations will be multi-cloud
- 8 Eliminate complexity
- 9 Data infrastructure is too complicated
- 10 Warehouses and lakes create complexity
- 11 The data lakehouse offers a better path
- 12 Data lakes alone present challenges
- 13 Delta Lake provides solutions
- 14 Unity Catalog for Governance of the Lakehouse
- 15 Delta Sharing Secure data sharing between organizations
- 16 ML & data science workloads on Databricks
- 17 Full ML Lifecycle on Databricks From data ingest to model deployment
- 18 Data engineering workloads on Databricks
- 19 SQL workloads on Databricks
- 20 Role based experiences A unified platform with purpose-built experiences for every member of a data team
- 21 Lakehouse adoption across industries
