INDE6360 - Engineering Analytics - IT Assignment Help

Assignment Task

Description - A graduate level course focusing on the methods and applications of analytics techniques in statistical learning (machine learning) and predictive modeling . The course will introduce a variety of analytics techniques including regression, classification, treebased methods, model assessment and selection, prediction enhancement, system modeling and identification, and high-dimensional statistical modeling. The course will emphasize the theories, ideas, and algorithms behind analytics techniques and demonstrates the methods using real world applications and datasets. Despite that software tools in R will be mentioned and demonstrated along with other materials, this is NOT a software-teaching course. Coding is expected for completion of the project and homework.

Course Goal - The goal of this course is to learn the basic techniques of statistical learning and predictive modeling, principles of building and validating these modern statistical models, so that students could develop and solve the research projects from real world data

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