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Artificial Intelligence Level 2: Rise of the Machines

Explore Artificial Intelligence
Instructor:
Gilad James, PhD
491 students enrolled
English More
Students will understand Artificial Intelligence.
Students will sound like they know what they are talking about while discussing Artificial Intelligence.

In this course we introduce artificial intelligence, beginning with a brief history of attempts to understand mind and intelligence in philosophy, psychology, and other areas of research.

In an important sense, AI is an old science, tracing its roots back at least to Aristotle. An appreciation of this background is essential for an understanding of the issues addressed in modern research. We also present an overview of some of the important application areas in AI. Our goal in level 1 was to provide both background and a motivation for the theory and applications that follow.

In level 2, we’ll introduce the research tools for AI problem solving. These include, the predicate calculus presented both as a mathematical
system as well as a representation language to describe the essential features of a problem. 

Overview of AI Application Areas

1
Overview of AI Application Areas
2
Game Playing
3
Automated Reasoning and Theorem Proving
4
Course Engagement
5
Expert Systems
6
Natural Language Understanding and Semantics
7
Modeling Human Performance
8
Planning and Robotics
9
Languages and Environments for AI
10
Machine Learning
11
Alternative Representations: Neural Nets and Genetic Algorithms
12
AI and Philosophy
13
Artificial Intelligence—A Summary

Artificial Intelligence as Representation and Search

1
Introduction to Representation and Search - Part 1
2
Introduction to Representation and Search - Part 2
3
Introduction to Representation and Search - Part 3
4
The Predicate Calculus - Part 1
5
The Predicate Calculus - Part 2
6
The Propositional Calculus - Part 1
7
The Propositional Calculus - Part 2
8
The Propositional Calculus - Part 3
9
The Propositional Calculus - Part 4
10
Bonus Lecture: Next Course
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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2 hours on-demand video
1 article
Full lifetime access
Access on mobile and TV
Certificate of Completion
Artificial Intelligence Level 2: Rise of the Machines
Category:
Data Science
Teacher
Daniel W
Price:
$29.98 $24
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