CS408: Advanced Artificial Intelligence

Description

This course will present advanced topics in Artificial Intelligence (AI). We will begin by defining the term "software agent” and discussing how software agents differ from programs in general. We will then take a look at those problems in the field of AI that tend to receive the most attention. Different researchers approach these problems differently. In this course, we will focus on how to build and search graph data structures needed to create software agents, an approach that you will find useful for solving many problems in AI. We will also learn to "break down” larger problems into a number of more specific, manageable sub-problems.

In the latter portion of this course, we will review the study of logic and conceptualize the differences between propositional logic, first-order logic, fuzzy logic, and default logic. After learning about statistical tools commonly used in AI and about the basic symbol system used to represent knowledge, we will focus on artificial neural network and machine learning, which are essential components of computational and statistical methods, and theoretical computer science. The course will then conclude with a study of the Turing machine and a discussion of the questionable claims that human thinking is a symbol manipulation.



Have you tried this resource?

Help someone out by sharing your thoughts!

Write a review

Have questions about K-12 education?

Ask our community of thousands of teachers, homeschoolers, and parents! Or see recently-asked questions.

Ask a Question

More Ways to Learn Artificial Intelligence (AI)

$8

Artificial Intelligence: Made Easy w/ Ruby Programming

High School - College | ebook/Kindle

Artificial Intelligence. One of the most brilliant creations of mankind. No longer a sci-fi fantasy, but a realistic approach to making work more efficient and lives easier. And the best news?It’s...

$34

Artificial Intelligence: A Modern Approach

High School - College | Book, ebook/Kindle

Comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

Free

Artificial Intelligence - MIT OpenCourseWare


High School - College | Online class

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence. Upon completion of 6.034, students should be able to develop...

Free

Intro to Artificial Intelligence Course and Training Online


College | Online class

Introduction course on AI. Learn the basics which include machine learning, probabilistic reasoning, robotics and natural language processing.

Free

Artificial Intelligence - UC Berkeley CS188


High School - College | Online class

UC Berkeley’s upper division course CS188: Introduction to Artificial Intelligence now available to everyone online. What you’ll learn Basic ideas and techniques underlying the design of...

Free

CS405: Artificial Intelligence


College | Online class

Course Introduction CS405 introduces the field of artificial intelligence (AI). Materials on AI programming, logic, search, game playing, machine learning, natural language understanding, and...


See all resources for Artificial Intelligence (AI)

Links to supporting retailers are recognized and built automatically, so we can provide you with truly unbiased listings.
We receive a small share of sales from those links to help us keep this service free for all learners. Thanks for your support!

Frequently Asked Questions

What is CS408: Advanced Artificial Intelligence by Saylor Academy?

CS408: Advanced Artificial Intelligence is a learning resource for Artificial Intelligence (AI). It is available in the following format(s): Online class. It is suited for College students.

What grade level is CS408: Advanced Artificial Intelligence by Saylor Academy appropriate for?

It is designed for College students, but could be useful for students of other ages as well; please look at the description and images to determine suitability.

How much does CS408: Advanced Artificial Intelligence by Saylor Academy cost?

It is free!