CIS6930 Data Engineering

 CIS6930  Data Engineering

Christan Grant

GRADUATE STUDENTS-

Description

Data are the fundamental units in Artificial Intelligence (AI) and Machine Learning (ML) systems. Effectively harnessing this data is the responsibility of software engineers and data scientists. In this course, we will survey the landscape of AI/ML systems to understand how data flows through the systems. We will look at the engineer's responsibilities for developing performant systems ethically and responsibly. Students will learn how to design, build, and evaluate data pipelines. We will cover the theoretical underpinnings of fairness and bias throughout data systems. Students will produce a comprehensive project using state-of-the-art systems that integrate best practices.

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