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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