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Feb 17, 2025
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IMSE 730 - Data Engineering I – Time Series & Topological Data Analysis Credits: 3
Introduction to theories and concepts of data analytic and machine learning on time series and topological data. Data models and analysis systems include forecasting, predictive models, process change point detections, classification, clustering, stage-dependent decisions applying to high-dimensional time series data and topological data. Applications include data integration and data-to-decisions in real-world systems, such as supply chain, logistics, financial engineering, and advanced manufacturing processes.
Repeat for Credit
N
Requisites:
Prerequisite: IMSE 441 (or (CIS 209 and STAT 511)), MATH 222, and MATH 551
Typically Offered
Spring
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