Artificial Intelligence: Principles and Techniques

CS221

Stanford School of Engineering


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Description

Please note: the course capacity is limited. To be considered for enrollment, join the wait list and be sure to complete your NDO application.  Only applicants with completed NDO applications will be admitted should a seat become available. This course will be also available next quarter.

Artificial Intelligence has emerged as an increasingly impactful discipline in science and technology. AI applications are embedded in the infrastructure of many products and industries search engines, medical diagnoses, speech recognition, robot control, web search, advertising and even toys.

This introductory course provides a broad overview of modern artificial intelligence. Learn how machines can engage in problem solving, reasoning, learning, and interaction. Design, test and implement algorithms. Gain an appreciation of this dynamic field.

Instructor(s)

Prerequisites

CS103, CS106B or CS106X, CS107 and CS109 (algorithms, probability and programming experience)

Topics include

  • Search
  • Constraint satisfaction
  • Markov decision processes
  • Planning and game playing
  • Machine learning
  • Graphical models
  • Logic

Note on Course Availability

The course schedule is displayed for planning purposes – courses can be modified, changed, or cancelled. Course availability will be considered finalized on the first day of open enrollment. For quarterly enrollment dates, please refer to our graduate certificate homepage.

033 Autumn 2019-20 Online

Enroll Now

Dates:September 23 - December 6, 2019
Days: Mon
Units: 3.00-4.00
Instructors:
Delivery Option:
Online
Fees:
For Credit $5,200.00 ?

Notes

Enrollment Dates: August 1 to September 9, 2019

Computer Science Department Requirement
Students taking graduate courses in Computer Science must enroll for the maximum number of units and maintain a B or better in each course in order to continue taking courses under the Non Degree Option.

This course may not currently be available to learners in some states and territories.

034 Autumn 2019-20

Enroll Now

Dates:September 23 - December 6, 2019
Days: Mon
Units: 3.00-4.00
Instructors:
Delivery Option:
Waitlist
Fees:
Waitlist $0.00 ?

Notes

Enrollment Dates: August 1 to September 9, 2019

Computer Science Department Requirement
Students taking graduate courses in Computer Science must enroll for the maximum number of units and maintain a B or better in each course in order to continue taking courses under the Non Degree Option.

This course may not currently be available to learners in some states and territories.