Artificial Intelligence Level 2: Rise of the Machines
4.8 (7 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
482 students enrolled

Artificial Intelligence Level 2: Rise of the Machines

Explore Artificial Intelligence
4.8 (7 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
482 students enrolled
Created by Gilad James, PhD
Last updated 3/2020
English
English, French, 4 more
  • German
  • Italian
  • Portuguese
  • Spanish
Current price: $13.99 Original price: $19.99 Discount: 30% off
5 hours left at this price!
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This course includes
  • 2 hours on-demand video
  • 1 article
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll learn
  • Students will understand Artificial Intelligence.
  • Students will sound like they know what they are talking about while discussing Artificial Intelligence.
Course content
Expand all 23 lectures 02:11:03
+ Overview of AI Application Areas
13 lectures 51:56
Game Playing
03:23
Automated Reasoning and Theorem Proving
04:34
Course Engagement
02:04
Expert Systems
09:18
Natural Language Understanding and Semantics
05:00
Modeling Human Performance
02:40
Planning and Robotics
04:58
Languages and Environments for AI
01:56
Machine Learning
03:53
Alternative Representations: Neural Nets and Genetic Algorithms
04:16
AI and Philosophy
03:20
Artificial Intelligence—A Summary
03:50
+ Artificial Intelligence as Representation and Search
10 lectures 01:19:07
Introduction to Representation and Search - Part 2
09:36
Introduction to Representation and Search - Part 3
06:43
The Predicate Calculus - Part 1
05:55
The Predicate Calculus - Part 2
06:51
The Propositional Calculus - Part 1
09:27
The Propositional Calculus - Part 2
10:55
The Propositional Calculus - Part 3
10:42
The Propositional Calculus - Part 4
06:23
Bonus Lecture: Next Course
01:46
Requirements
  • Come with an open mind.
Description

In this course we introduce artificial intelligence, beginning with a brief history of attempts to understand mind and intelligence in philosophy, psychology, and other areas of research.

In an important sense, AI is an old science, tracing its roots back at least to Aristotle. An appreciation of this background is essential for an understanding of the issues addressed in modern research. We also present an overview of some of the important application areas in AI. Our goal in level 1 was to provide both background and a motivation for the theory and applications that follow.

In level 2, we'll introduce the research tools for AI problem solving. These include, the predicate calculus presented both as a mathematical system as well as a representation language to describe the essential features of a problem. 

Who this course is for:
  • Anyone interested in Artificial Intelligence.