Which AI approach involves designing algorithms inspired by the principles of quantum mechanics to solve complex problems?

• Quantum Intelligence

• Quantum Computing

• Quantum Algorithms

• Quantum Learning

What is the purpose of data preprocessing in machine learning?

• To make data more complex

• To reduce the dimensionality of data

• To make data more understandable to machines

• To increase the noise in data

What does OCR stand for in the context of AI tools?

• Optical Character Recognition

• Object Character Recognition

• Online Character Recognition

• Optical Code Recognition

Which of the following is not a machine learning algorithm?

• Decision Trees

• K-Means Clustering

• Random Forest

• Linear Regression

Transformers excel in NLP tasks due to their:

• Recurrent structure for analyzing text sequences.

• Parallel processing capabilities for efficient information flow.

• Simple linear architecture for fast training.

• Ability to perform complex mathematical computations.

Generative models in computer vision aim to:

• Classify objects within images.

• Create new images based on learned patterns.

• Extract features and descriptors from images

• Segment different parts of an image.

Which AI technology involves creating algorithms that can analyze and interpret human physiological responses to different environmental stimuli?

• Physiological Sensing

• Biometric Analytics

• Body Response Analysis

• Human Response Detection

Which AI technology involves creating algorithms that can analyze and interpret human facial microexpressions?

• Microexpression Analysis

• Facial Emotion Recognition

• Expressive Face Processing

• Subtle Emotion Detection

What is the term for the AI technique that involves creating algorithms capable of generating human-like humor and jokes?

• Joke Generation

• Humor Synthesis

• Comedic AI

• Wit Algorithms

Which AI technology involves the creation of algorithms capable of detecting and preventing cyber threats in real-time?

• Cybersecurity Analytics

• Threat Detection AI

• Security Intelligence

• Cyber Defense Systems