Credit Distribution

I. Core Courses (24 Credits)

Select one of the following

DSI-505 Programming 1: Python3
DSI-506 Programming 1: R3

Select one of the following

DSI-507 Programming 2: Python3
DSI-508 Programming 2: R3

Required

DSI-530 SQL - Introduction to Database Queries3

Select one of the following

DSI-601 Predictive Analytics 1 - Machine Learning Tools - with Python3
DSI-604 Predictive Analytics 1 - Machine Learning Tools - with R3

Select one of the following

DSI-602 Predictive Analytics 2 - Neural Nets and Regression - with Python3
DSI-605 Predictive Analytics 2 - Neural Nets and Regression - with R3

Select one of the following

DSI-603 Predictive Analytics 3 - Dimension Reduction, Clustering, and Association Rules - with Python3
DSI-606 Predictive Analytics 3 - Dimension Reduction, Clustering, and Association Rules - with R3

Required

DSI-622 Interactive Data Visualization3
DSI-700 Applied Predictive Analytics3

II. Electives (12 Credits)

DSI-509 Natural Language Processing I3
DSI-510 Forecasting Analytics3
DSI-511 Introduction to Network Analysis3
DSI-608 R Programming Intermediate3
DSI-610 Optimization - Linear Programming3
DSI-611 Natural Language Processing II3
DSI-613 Anomaly Detection3
DSI-614 Customer Analytics in R3
DSI-621 Integer and Nonlinear Programming and Network Flow3
DSI-623 Regression Analysis3
DSI-625 Risk Simulation and Queuing3
DSI-640 Spatial Statistics with Geographic Information Systems3

Total Credit Hours: 36