Detailed Course Information |
Fall 2024 Semester
Nov 21, 2024 |
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| CS 0142 - Product Design with Machine Learning |
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An introduction to machine learning concepts and vocabulary to facilitate the incorporation of machine learning [ML] and artificial intelligence [AI] into strategic planning, product, or service design, specification, and development. Course content will include an overview of ML and AI, a discussion of data and data sources, an intuitive description of both classical and deep network ML methods, an exploration of how to evaluate and improve ML-based systems, a review of ML hardware, and a discussion of risk factors and the impacts of AI/ML on project management practices. Participants will explore the design life cycle for a virtual AI/ML-based product or service, including problem specification, data collection and curation, selecting appropriate ML techniques, specifying and evaluating performance, choosing hardware, and planning for continuous improvement.
1.800 Continuing Education Units 1.800 Lecture hours Levels: Continuing Education Schedule Types: Lecture Computer Science Department Course Attributes: GSCS Computer & Info Science, No Course Evaluation Restrictions: Must be enrolled in one of the following Levels: Continuing Education |
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