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Note: This course is not available for the current semester.
Course No: MIST.6170; Last Offered: Fall 2025;
Course Description
This is an advanced course on machine learning, data science, and AI for business. In this course, students learn how to analyze, design and develop machine learning and AI techniques and tools for business analytics. Applications to both strategic and operational problems in today's data-driven ecosystem will be discussed. Topics include supervised learning, unsupervised learning, statistical learning, ensemble learning, model and performance evaluation, text feature learning, text analytics, neural networks, deep learning, attention mechanism and transformers, large language models (LLMs), generative AI, and machine-learning and AI related ethical and social issues. The course will be taught using the Python programing language, but no prior experience with Python is required.
Prerequisites & Notes
- Prerequisites:
- Special Notes:
- Credits: 3; Contact Hours: 3
Questions About This Course?
Contact the Advising Center at 978-934-2474 or
Continuing_Education@uml.edu
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