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CS405: ARTIFICIAL INTELLIGENCE

Online Free Online Course by  Saylor Academy
Online / Free Online Course

Details

CS405 introduces the field of artificial intelligence (AI).  Materials on AI programming, logic, search, game playing, machine learning, natural language understanding, and robotics introduce the student to AI methods, tools, and techniques, their application to computational problems, and their contribution to understanding intelligence.  Because each of these topics could be a course unto itself, the material is introductory and not complete.  Each unit presents the problem a topic addresses, current progress, and approaches to the problem.  The readings include and cite more materials that are referenced in this course, and students are encouraged to use these resources to pursue topics of interest after this course.

Outline

  • Course Introduction

  • Unit 1: Introduction to Artificial Intelligence and AI Programming

  • Unit 2: Search

  • Unit 3: Constraint Satisfaction

  • Unit 4: Game Playing

  • Unit 5: Logic

  • Unit 6: Machine Learning

  • Unit 7: Natural Language Understanding

  • Unit 8: Robotics

  • Course Evaluation Survey

  • Final Exam

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Saylor Academy’s mission is sustained by the continued evolution of an open educational ecosystem, and we are dedicated partners in this movement. Saylor’s commitment to the open education ecosystem is founded not just on open educational resources and open source learning technologies, but also on open access to credentials, and ongoing open learning opportunities.

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Open Courses: Maintenance and Learner-Centered Improvements

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Open Credentials: Adding New Opportunities and Bolstering Existing Ones

  • We’re working on expanding our suite of Saylor Direct credit recommended exams, and we’re also keen on working with university partners to develop innovative and flexible partner degree launching and completion programs. ...
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