Computer Science
CS 6140: Machine Learning
Lecture - 4 credits
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FQ
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- Provides a broad look at a variety of techniques used in machine learning and data mining, and also examines issues associated with their use.
- Topics include algorithms for supervised learning including decision tree induction, artificial neural networks, instance-based learning, probabilistic methods, and support vector machines; unsupervised learning; and reinforcement learning.
- Also covers computational learning theory and other methods for analyzing and measuring the performanceof learning algorithms.
- Course work includes a programming term project.
Provides a broad look at a variety of techniques used in machine learning and data mining, and also examines issues associated with their use. Show more.