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NEW QUESTION 35
What is the underlying technology that makes the Auto Loader work?

A. Structured StreamingB. Live DataFamesC. LoaderD. Delta Live TablesE. DataFrames

Answer: A

 

NEW QUESTION 36
How does a Delta Lake differ from a traditional data lake?

A. Delta lake is an open storage format designed to replace flat files with additional capa-bilities that can provide reliability, security, and performanceB. Delta lake is proprietary software designed by Databricks that can provide reliability, security, and performanceC. Delta lake is a caching layer on top of data lake that can provide reliability, security, and performanceD. Delta lake is an open storage format like parquet with additional capabilities that can provide reliability, security, and performanceE. Delta lake is Datawarehouse service on top of data lake that can provide reliability, se-curity, and performance

Answer: D

Explanation:
Explanation
Answer is, Delta lake is an open storage format like parquet with additional capabilities that can provide reliability, security, and performance Delta lake is
* Open source
* Builds up on standard data format
* Optimized for cloud object storage
* Built for scalable metadata handling
Delta lake is not
* Proprietary technology
* Storage format
* Storage medium
* Database service or data warehouse

 

NEW QUESTION 37
Data engineering team is required to share the data with Data science team and both the teams are using different workspaces in the same organizationwhich of the following techniques can be used to simplify sharing data across?
*Please note the question is asking how data is shared within an organization across multiple workspaces.

A. Data SharingB. DELTA LIVE PipelinesC. Use a single storage locationD. DELTA lakeE. Unity Catalog

Answer: E

Explanation:
Explanation
The answer is the Unity catalog.
Diagram Description automatically generated

Unity Catalog works at the Account level, it has the ability to create a meta store and attach that meta store to many workspaces see the below diagram to understand how Unity Catalog Works, as you can see a metastore can now be shared with both workspaces using Unity Catalog, prior to Unity Catalog the options was to use single cloud object storage manually mount in the second databricks workspace, and you can see here Unity Catalog really simplifies that.
Diagram Description automatically generated with medium confidence

sorry for the inconvenience watermark was added because other people on Udemy are copying my questions and images.
duct features
https://databricks.com/product/unity-catalog

 

NEW QUESTION 38
......

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