DataBricks Lakehouse Platform

 DataBricks Lakehouse Platform:

Big Data Challenges :

Data Warehouses :

Benefits of Databricks Lakehouse :

Reliability --> ACID transactions

Performance --> Indexing

Governance --> Unity Catalog

Quality -->  Expectations

Data Engineering workloads :

Business Use cases :

Databricks SQL :

Databricks SQL is the Databricks service created with the data analyst in mind. It offers SQL users a platform for querying, analyzing, and visualizing data. This video demonstrates many of the tools and features available in the Databricks SQL interface.

Components and problem in each in traditional approach:

Data Storage --> Data quality

Environment selection --> computation 

TDP --> Feature development

MD , TDP, Model serving and deployment - Governance and security