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CS142- Product Design with Machine Learning
An introduction to machine learning concepts and vocabulary to facilitate ML and AI-based product design, specification, and development. Participants will engage in the entire product design life cycle, including problem specification, data collection and curation, selecting appropriate ML techniques, iterative development, specifying and evaluating performance, marketing considerations, and continuous improvement. Participants will also learn about identifying and addressing bias in data sets, evaluating customer consequences of false results, and the challenges of interpreting the outputs of ML/AI systems.