Description: Natural language is essential to human communication, which makes the ability to process it an important one for computers. In this course, you will be introduced to natural language processing and some of the basic tasks.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:44
Description: Some problems are too complicated to describe to a computer and to solve with traditional algorithms, which is why reinforcement learning is useful. In this course, you will learn the fundamentals of reinforcement learning.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:35
Description: Sometimes agents must learn how to associate certain conditions with actions and outcomes. In this course, you will learn some of the principles of machine learning and how to use it to make smarter agents.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:48
Description: Many problems aren't fully observable and have some degree of uncertainty, which is challenging for AI to solve. In this course, you will learn how to make agents deal with uncertainty and make the best decisions.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:47
Description: Many problems occur in environments with more than one agent, such as games. In this course, you will learn some techniques used to solve adversarial problems to make agents play games, like chess.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:44
Description: Search algorithms provide solutions for many problems, but they aren't always the optimal solution. This course will show you how constraint satisfaction algorithms are better than search algorithms in some cases, and how to use them.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:28
Description: Many problems faced by intelligent agents can be solved using searching methods. This course will provide you with a definition for search problems and useful methods to solve these problems.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:44
Description: The world of artificial intelligence (AI) includes many areas in computing, which makes it a complex field. This course provides a useful description of AI, which will allow you to describe real-world problems as artificial environments.
Target Audience: Anyone interested in artificial intelligence and how it can be used to solve many problems
Duration: 00:51