Showing posts with label Artificial Intelligence. Show all posts
Showing posts with label Artificial Intelligence. Show all posts

Sunday, January 16, 2011

Applications of Artificial Intelligence(University of Washington)

Introduction to the use of Artificial Intelligence tools and techniques in industrial and company settings. Topics include: foundations (search, knowledge representation) and tools such as expert systems, natural language interfaces and machine learning techniques.
Lecture 1: Introduction & Data Warehousing - 3/28/2001

Lecture 2: Inductive Learning & Decision Trees - 4/4/2001
Lecture 3: Rule Induction - 4/11/2001
Lecture 4: Bayesian Learning - 4/18/2001
Lecture 5: Neural Networks - 4/25/2001
Lecture 6: Genetic Algorithms & Model Ensembles - 5/2/2001
Lecture 7: Instance-based Learning - 5/9/2001
Lecture 8: Learning Theory - 5/16/2001
Lecture 9: Association Rules - 5/23/2001
Lecture 10: Clustering - 5/30/2001
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