Artificial Intelligence Course Introduction

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Questions and Answers

What are the major applications, topics, and research areas covered in artificial intelligence (AI)?

Search, machine learning, knowledge representation and inference, natural language processing, vision, and robotics.

What are the symbolic knowledge representations used to specify domains and reasoning tasks?

Various symbolic knowledge representations

What techniques of AI can be applied in computational solutions to problems?

Basic techniques of AI

What is the role of AI research areas in growing the understanding of human intelligence?

<p>Growing the understanding of human intelligence</p> Signup and view all the answers

Where did the instructor earn their M.Sc in Computer Science and Engineering?

<p>DIU, Dhaka-Bangladesh</p> Signup and view all the answers

Define Artificial Intelligence (AI) in your own words.

<p>AI is the branch of computer science by which we can create intelligent machines which can behave like a human, think like humans, and able to make decisions.</p> Signup and view all the answers

What is the difference between AI, Machine Learning (ML), and Deep Learning (DL)?

<p>AI is the broader concept of machines being able to carry out tasks in a way that we would consider smart. Machine Learning is a subset of AI that allows machines to learn from data. Deep Learning is a subset of Machine Learning, using neural networks with many layers to learn representations of data.</p> Signup and view all the answers

According to the text, what is the capacity to learn and solve problems defined as?

<p>The capacity to learn and solve problems is defined as Intelligence.</p> Signup and view all the answers

What is involved in Intelligence, as mentioned in the text?

<p>Intelligence involves the ability to interact with the real world, perceive, understand, act, reasoning, planning, and solving new problems.</p> Signup and view all the answers

List three examples of applications of Artificial Intelligence mentioned in the text.

<p>Self-driving cars, playing chess, and speech recognition (Siri, Alexa).</p> Signup and view all the answers

What are the major applications, topics, and research areas covered in artificial intelligence (AI)?

<p>The major applications, topics, and research areas covered in artificial intelligence (AI) include search, machine learning, knowledge representation and inference, natural language processing, vision, and robotics.</p> Signup and view all the answers

Where did the instructor earn their M.Sc in Computer Science and Engineering?

<p>The instructor earned their M.Sc in Computer Science and Engineering from DIU, Dhaka-Bangladesh.</p> Signup and view all the answers

What is the role of AI research areas in growing the understanding of human intelligence?

<p>The role of AI research areas is to contribute to the growing understanding of human intelligence by exploring topics such as search, machine learning, knowledge representation and inference, natural language processing, vision, and robotics.</p> Signup and view all the answers

What are the symbolic knowledge representations used to specify domains and reasoning tasks?

<p>The symbolic knowledge representations used to specify domains and reasoning tasks include logic-based representations, semantic networks, and frames.</p> Signup and view all the answers

Define Artificial Intelligence (AI) in your own words.

<p>Artificial Intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems, to perform tasks that typically require human intelligence.</p> Signup and view all the answers

Define Artificial Intelligence in a few words.

<p>AI is the branch of computer science by which we can create intelligent machines which can behave like a human, think like humans, and able to make decisions.</p> Signup and view all the answers

What is the capacity to learn and solve problems defined as?

<p>Intelligence: The capacity to learn and solve problems.</p> Signup and view all the answers

What is the difference between AI, Machine Learning (ML), and Deep Learning (DL)?

<p>AI involves creating intelligent machines that can behave like humans, while ML and DL are subsets of AI focusing on training machines to learn from data and making decisions.</p> Signup and view all the answers

What are the main approaches to building and understanding intelligent entities or agents?

<p>The main approaches are 'Engineering' and 'Cognitive Modeling'.</p> Signup and view all the answers

What is involved in Intelligence according to the text?

<p>Intelligence involves the capacity to interact with the real world, perceive, understand, act, reasoning, planning, and solving new problems.</p> Signup and view all the answers

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