ISYS 620
Predictive Analytics with Machine Learning
Duquesne University · UGRD · Fall 2026
Catalog description
Artificial Intelligence (AI) is a broad field that encompasses the development of systems capable of performing tasks that typically require human intelligence. This course primarily focuses on machine learning, the subset of AI that enables computers to learn and improve autonomously through experience without explicit programming. Over the past decade, machine learning has driven significant advancements such as self-driving cars, effective speech recognition, enhanced web search, and sophisticated analysis of the human genome. Businesses are increasingly adopting machine learning to gain actionable insights and support data-driven decision-making. In this course, students will learn about the most fundamental machine learning techniques, gain practice implementing them and applying them to new problems.
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