060333180 ENVIRONMENTAL DATA ANALYSIS & ARTIFICIAL INTELLIGENCE ( 3 Crd.Hrs )

Pre-Requisites : 100411610, 060332210

This course provides students with the theory and application of statistical techniques useful for the analysis and modeling of environmental data. Topics covered include collecting and analyzing environmental data, obtaining data from environmental technology systems and sensors, mining data using statistical and artificial intelligence techniques. Special emphasis will be placed on the use of statistical techniques such as probability, hypothesis testing and confidence interval estimation for normally distributed data as well as correlation and both simple and multiple regression; improving statistical models using artificial intelligence analysis as, environmental sensor data mining, Cluster analysis, classification analysis, and prediction analysis of environmental data. Practical work concentrates on analyzing environmental data with EXCEL, and Artificial intelligence specialist software