Intro to Artificial Intelligence (Udacity)

Intro to Artificial Intelligence (Udacity)
Free Course
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You should have understanding of probability theory comparable to that at our Introduction to Statistics class.
Misc

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Intro to Artificial Intelligence (Udacity)
This course will introduce you to the basics of AI. Topics include machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing. Artificial Intelligence (AI) is a field that has a long history but is still constantly and actively growing and changing. In this course, you’ll learn the basics of modern AI as well as some of the representative applications of AI.

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Along the way, we also hope to excite you about the numerous applications and huge possibilities in the field of AI, which continues to expand human capability beyond our imagination.

Note: Parts of this course are featured in the Machine Learning Engineer Nanodegree and the Data Analyst Nanodegree programs. If you are interested in AI, be sure to check out those programs as well!




Course Syllabus


LESSON 1

Fundamentals of AI

- Statistics, Uncertainty, and Bayes networks.

- Machine learning.

- Logic and planning.


LESSON 2

Applications of AI

- Image processing and computer vision.

- Robotics and robot motion planning.

- Natural language processing and information retrieval.



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MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Free Course
You should have understanding of probability theory comparable to that at our Introduction to Statistics class.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.