BTE 577E - Fundamentals of Data Analysis

Course Objectives

1. Teaching basic data processing concepts for extracting information from data.
2. Teaching basic estimation models for performing predictions based on data.
3. Teaching basic experimentation methods to interprete data analysis.

Course Description

A course on basic data science concepts, data exploration and visualization. Database segmentation and interpretation of the segments, estimation models, decision trees and random forests, comparison of estimation models and estimation modeling on massive scale, processing non-structural data, text mining and social networks, experiment setup for data processing, analysis of experimental results and presentation of experiment outcomes.