Artificial Intelligence Course Introduction

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

Various symbolic knowledge representations

Basic techniques of AI

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

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

<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

<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

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

<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

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

<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

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

<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

<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

<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

<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

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

<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

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

<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