Hadoop File System Overview

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What does the exponential growth of unstructured data shown in Figure 3.7 drive the need for?

Faster processing speeds

A new type of computer system (correct)

Larger storage capacity

More structured data

What has enabled new capabilities in AI that could not be used in the past?

Lack of data availability

Inability to analyze massive amounts of data in milliseconds

Limited sample sizes

Availability of larger volumes and sources of data (correct)

How do advancements in computer processing speed and architecture contribute to the rapid evolution of AI applications?

They enable us to make sense of the information generated by big data more quickly

They allow statisticians and data scientists to work with larger sample data sets

They provide the ability to process a large amount of data at high speeds

All of the above (correct)

What did the release of a paper by Google on MapReduce and the Google File System (GFS) evolve into?

The Apache Hadoop open-source project (C) Signup and view all the answers

What were statisticians and early data scientists limited to working with in the past?

Sample data sets (D) Signup and view all the answers

What is the meaning of big data expanded beyond after the release of the Google paper?

The volume of data (C) Signup and view all the answers

Which of the following is NOT a discipline required for Artificial Intelligence?

Economics (B) Signup and view all the answers

What is the primary advantage of using Artificial Intelligence technology mentioned in the text?

High accuracy with fewer errors (C) Signup and view all the answers

Which of the following is NOT a component of human intelligence?

Creativity (D) Signup and view all the answers

What does the text suggest is the purpose of studying different disciplines in the context of Artificial Intelligence?

To create a system that can learn and make decisions like humans (B) Signup and view all the answers

Based on the information provided in the text, which of the following statements is correct?

Artificial Intelligence is a combination of various disciplines (B) Signup and view all the answers

What is the purpose of studying neuron study in the context of Artificial Intelligence?

To understand the biological basis of human intelligence (B) Signup and view all the answers

What is the primary advantage of the Hadoop file system?

It enables data processing to be distributed across a cluster of machines. (C) Signup and view all the answers

Which of the following statements is true about brain-like computer chips?

They are designed to mimic the structure and function of biological neural networks. (C) Signup and view all the answers

What is the primary purpose of cloud computing?

To enable the delivery of on-demand services over the internet on a pay-per-use basis. (D) Signup and view all the answers

What is the role of application programming interfaces (APIs) in cloud computing?

They provide a standardized way for software components to communicate and interact. (B) Signup and view all the answers

Which of the following is NOT a common example of a cloud-based service?

Operating system updates (B) Signup and view all the answers

What is a key characteristic of the Hadoop file system that contributes to its complexity?

It supports a wide range of structured, unstructured, and multi-structured data types. (D) Signup and view all the answers