Big Data and Analytics

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Which service is built on top of Apache Spark?

Azure Data Bricks

What is the purpose of Delta Lake?

To enable versioning and transaction logs

Which service offers infinite scale capability?

Azure Synapse Analytics

Which service has its own data preparation capabilities?

Azure Synapse Analytics

Which service in Azure provides a framework for enabling ETL type solutions?

HDInsight

What is the main difference between Hadoop and Spark?

Hadoop is disk-based, while Spark is memory-based.

Which service in Azure is used for ingesting and processing large streams of data?

Kafka

Which service in Azure allows for interactive querying of data directly from the data lake?

Hive

Which term is commonly used to describe the process of extracting data from different sources and transforming it into a suitable format for analysis?

Extract Transform Load (ETL)

What is the benefit of keeping data in its raw format in a data lake?

It allows for different ways of transforming the data

What are the actions performed during the transformation process?

Cleaning, reformatting, and wrangling

What is the purpose of the orchestration in the data transformation process?

To coordinate and manage the overall process

Test your knowledge on the benefits and usage of big data and analytics services in this quiz. Explore the various sources of data, formats, and the flow of data in companies.

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