Big Data Sources

Play an AI-generated podcast conversation about this lesson

What type of data is generated when you click a link on a website?

Click-stream data (correct)
Input data
Scientific data
Gaming-related data

What is an example of machine-generated unstructured data?

Survey results
Social media data
Satellite images (correct)
Text messages

What is a schema in a relational database?

A structural representation of database elements (correct)
A type of database management system
A type of big data
A type of data storage

Which of the following is an example of human-generated unstructured data?

Text internal to a company (B) Signup and view all the answers

What is stored in a relational database?

Data in a tables (A) Signup and view all the answers

What type of data is generated when a user plays a game?

Gaming-related data (A) Signup and view all the answers

What is the primary function of a Content Management System (CMS)?

To manage the complete life cycle of content from a central interface (A) Signup and view all the answers

What is the primary purpose of using Spark in data processing?

For real-time processing (D) Signup and view all the answers

What is the primary purpose of using a common key in database tables?

To establish relationships between tables (B) Signup and view all the answers

What is the typical periodic cycle of payroll and billing activities?

Monthly cycles (C) Signup and view all the answers

What is the characteristic of real-time processing?

It requires continual input, constant processing, and steady output of data (A) Signup and view all the answers

What is the primary purpose of MapReduce?

For batch processing and analytics (B) Signup and view all the answers

What is the main benefit of studying data in business decision-making?

It helps leaders to make decisions based on facts and trends (B) Signup and view all the answers

What is the purpose of using SQL in database management?

To update, add, delete, and query tables (C) Signup and view all the answers

What type of data does a Content Management System (CMS) typically deal with?

Unstructured data including web content and documents (B) Signup and view all the answers

What is the primary purpose of Big Table?

For managing highly scalable structured data with huge volumes (C) Signup and view all the answers

What is the advantage of using a Content Management System (CMS) in big data management?

It provides low cost and workflow management, easy customization, and ease of use (A) Signup and view all the answers

What is the emerging multidisciplinary field due to the growing scope of data?

Big Data Science (D) Signup and view all the answers

What does Python provide in big data development and processing?

Compatibility with Hadoop (A) Signup and view all the answers

What is the primary goal of data analytics?

To convert raw data into actionable insights (C) Signup and view all the answers

What is a key feature of analytical data warehouses?

Parallel processing architecture (A) Signup and view all the answers

What is an application of big data analytics in healthcare?

Monitoring premature infants (A) Signup and view all the answers

What is a key characteristic of big data applications?

They rely on huge volumes, velocities, and varieties of data (B) Signup and view all the answers

What is the primary focus of business intelligence (BI) analytics?

Supporting business decision-making (B) Signup and view all the answers

What is the primary function of the computer cluster at the zoo headquarters?

To detect escaped animals in real-time (B) Signup and view all the answers

What type of computing system is used at the zoo headquarters?

Cluster computing system (C) Signup and view all the answers

What is the role of the master node in a cluster computing system?

To receive client requests and allocate nodes (B) Signup and view all the answers

Big Data Sources

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Questions and Answers

What type of data is generated when you click a link on a website?

What is an example of machine-generated unstructured data?

What is a schema in a relational database?

Which of the following is an example of human-generated unstructured data?

What is stored in a relational database?

What type of data is generated when a user plays a game?

What is the primary function of a Content Management System (CMS)?

What is the primary purpose of using Spark in data processing?

What is the primary purpose of using a common key in database tables?

What is the typical periodic cycle of payroll and billing activities?

What is the characteristic of real-time processing?

What is the primary purpose of MapReduce?

What is the main benefit of studying data in business decision-making?

What is the purpose of using SQL in database management?

What type of data does a Content Management System (CMS) typically deal with?

What is the primary purpose of Big Table?

What is the advantage of using a Content Management System (CMS) in big data management?

What is the emerging multidisciplinary field due to the growing scope of data?

What does Python provide in big data development and processing?

What is the primary goal of data analytics?

What is a key feature of analytical data warehouses?

What is an application of big data analytics in healthcare?

What is a key characteristic of big data applications?

What is the primary focus of business intelligence (BI) analytics?

What is the primary function of the computer cluster at the zoo headquarters?

What type of computing system is used at the zoo headquarters?

What is the role of the master node in a cluster computing system?

What is sent to the cloud computing server from the zoo headquarters?

What is a characteristic of a node in a cluster computing system?

What does the cloud computing server analyze at the zoo?

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