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Question 1

Which AI task involves audio generation from text?

AText to speech

BAudio recording

CSpeech recognition

DText summarization

Reveal Answer Next Question

Question 2

Which AI domain is associated with tasks such as recognizing forces in images and classifying objects?

AComputer Vision

BAnomaly Detection

CSpeech Processing

DNatural Language Processing

Reveal Answer Next Question

Question 3

Which AI domain is associated with tasks such as identifying the sentiment of text and translating text between languages?

ANatural Language Processing

BSpeech Processing

CAnomaly Detection

DComputer Vision

Reveal Answer Next Question

Question 4

What is the primary purpose of reinforcement learning?

AFinding relationships within data sets

BIdentifying patterns in data

CMaking predictions from labeled data

DLearning from outcomes to make decisions

Reveal Answer Next Question

Question 5

Which type of machine learning is used to understand relationships within data and is not focused on making predictions or classifications?

AActive learning

BUnsupervised learning

CReinforcement learning

DSupervised learning

Reveal Answer Next Question

Question 6

What is the difference between classification and regression in Supervised Machine Learning?

AClassification assigns data points to categories, whereas regression predicts continuous values.

BClassification and regression both predict continuous values.

CClassification predicts continuous values, whereas regression assigns data points to categories.

DClassification and regression both assign data points to categories.

Reveal Answer Next Question

Question 7

You are working on a project for a healthcare organization that wants to develop a system to predict the severity of patients' illnesses upon admission to a hospital. The goal is to classify patients into three categories - Low Risk, Moderate Risk, and High Risk - based on their medical history and vital signs.

Which type of supervised learning algorithm is required in this scenario?

AClustering

BRegression

CBinary Classification

DMulti-Class Classification