Artificial Intelligence Level 2: Rise of the Machines
Explore Artificial Intelligence
Updated on Sep, 2023
Language - English
Duration -2 hours
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.
Who this course is for:
- Anyone interested in Artificial Intelligence.
What will you learn in this course:
- Students will understand Artificial Intelligence.
- Students will sound like they know what they are talking about while discussing Artificial Intelligence.
Check out the detailed breakdown of what’s inside the course
Overview of AI Application Areas
- Overview of AI Application Areas 02:44 02:44
- Automated Reasoning and Theorem Proving 04:34 04:34
- Machine Learning 03:53 03:53
- Game Playing 04:16 04:16
- Expert Systems 03:50 03:50
- Natural Language Understanding and Semantics 03:23 03:23
- Modeling Human Performance 04:34 04:34
- Planning and Robotics 09:18 09:18
- Languages and Environments for AI 05:00 05:00
- Alternative Representations: Neural Nets and Genetic Algorithms 04:58 04:58
- AI and Philosophy 01:56 01:56
- Artificial Intelligence—A Summary 03:53 03:53
Artificial Intelligence as Representation and Search
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