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Artificial Intelligence Basics

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Questions and Answers

What is the primary goal of Artificial Intelligence?

To replace human workers with machines

To create robots that can think like humans

To build autonomous vehicles

To develop systems that can perform tasks that typically require human intelligence (correct)

What is Machine Learning?

A type of Artificial Intelligence that enables machines to learn from data without being explicitly programmed (correct)

A type of Artificial Intelligence that uses computer vision

A type of Artificial Intelligence that uses rule-based systems

A type of Artificial Intelligence that uses natural language processing

What is the difference between Narrow or Weak AI and General or Strong AI?

Narrow AI can perform a single task, while General AI can perform any task a human can (correct)

Narrow AI is used in robotics, while General AI is used in healthcare

Narrow AI is more advanced than General AI

General AI can learn from data, while Narrow AI cannot

What is the term for the concept that machines can be biased or discriminatory?

Algorithmic Bias Signup and view all the answers

What is Natural Language Processing (NLP) primarily used for?

Speech recognition and text analysis Signup and view all the answers

Which of the following best represents a real-life example of Artificial Intelligence in action?

A self-driving car navigating through a city Signup and view all the answers

What is the primary reason why AI systems can be flawed or inaccurate?

Biased data used for training Signup and view all the answers

Which of the following industries is most likely to benefit from the use of Natural Language Processing (NLP)?

Customer Service Signup and view all the answers

What is the primary advantage of using Machine Learning over traditional programming?

Ability to handle large datasets Signup and view all the answers

Which of the following best represents a Narrow or Weak AI system?

A system that can perform a specific task, such as playing chess Signup and view all the answers

Study Notes

Artificial Intelligence and its Goals

The primary goal of Artificial Intelligence (AI) is to create machines that can perform tasks that typically require human intelligence, such as problem-solving, decision-making, and learning.

Machine Learning

Machine Learning is a subset of AI that enables machines to learn from data and improve their performance on a task without being explicitly programmed.

Types of AI

Narrow or Weak AI: designed to perform a specific task, such as facial recognition, language translation, or playing chess.
General or Strong AI: capable of performing any intellectual task that a human can, with abilities that are on par with human intelligence.

Bias in AI Systems

Algorithmic bias: the concept that machines can be biased or discriminatory due to flawed or incomplete data, leading to unfair outcomes.

Natural Language Processing (NLP)

NLP is primarily used for tasks such as language translation, sentiment analysis, and text summarization, enabling machines to understand and generate human language.

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Description

Test your understanding of the fundamental concepts of Artificial Intelligence, including its primary goal, machine learning, types of AI, and natural language processing. Perfect for beginners!