CS1881x: Artificial Intelligence
CS1881x: Artificial Intelligence is a course that introduces the basic ideas and techniques of Artificial Intelligence (AI). AI is already all around us, from web search to video games, and this course will help you understand how it works and how it can be used to shape our future. You will learn how to build autonomous agents that make decisions in stochastic and adversarial settings, and use machine learning algorithms to classify handwritten digits and photographs. Join us today to explore the world of AI and discover how it affects your life. ▼
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Course Feature
Cost:
Free
Provider:
Edx
Certificate:
Paid Certification
Language:
English
Start Date:
6th Feb, 2015
Course Overview
❗The content presented here is sourced directly from Edx platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.
Updated in [June 30th, 2023]
(Please note this course detail is from the official platform)
Artificial intelligence is already all around you, from web search to video games. AI methods plan your driving directions, filter your spam, and focus your cameras on faces. AI lets you guide your phone with your voice and read foreign newspapers in English. Beyond today's applications, AI is at the core of many new technologies that will shape our future. From self-driving cars to household robots, advancements in AI help transform science fiction into real systems.
The course will introduce the basic ideas and techniques underlying the design of intelligent computer systems. CS188.1x focuses on Behavior from Computation and will cover the following areas:
Statistical and decision–theoretic modeling paradigm. By the end of this course, you will have built autonomous agents that efficiently make decisions in stochastic and in adversarial settings.
Reasoning and Learning. With this additional machinery your agents will be able to draw inferences in uncertain environments and optimize actions for arbitrary reward structures. Your machine learning algorithms will classify handwritten digits and photographs.
Applications for a wide variety of artificial intelligence problems. The techniques you learn in CS188x will serve as the foundation for further study in any application area you choose to pursue.
Join us today to learn more about how AI affects your life, and where it is headed in the future.
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