Learn the fundamental concepts and applications of artificial intelligence through a comprehensive 5-hour and 20-minute course covering six essential chapters. Begin by exploring intelligent agents and their role in AI systems, then delve into how artificial intelligence enhances search algorithms and processes. Master constraint satisfaction problems and their solutions within AI frameworks, followed by an in-depth examination of learning mechanisms and reasoning processes that enable machines to make intelligent decisions. Study logical agents and first-order logic to understand how AI systems process and manipulate knowledge, and conclude with an analysis of current AI developments and future technological possibilities. Test your understanding with a comprehensive practice examination that reinforces all covered concepts and prepares you for practical application of artificial intelligence principles.
Overview
Syllabus
- Ch 1. Intelligent Agents
- Ch 2. Using Artificial Intelligence in Searches
- Ch 3. Constraint Satisfaction in Artificial Intelligence
- Ch 4. Learning & Reasoning in Artificial Intelligence
- Ch 5. Logical Agents & First-Order Logic
- Ch 6. The Present & Future of Artificial Intelligence
- Course Practice Test