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CME594 Introduction to Data Science

CME594 Syllabus Winter 2016 1 CME594 Introduction to data Science Instructor: Professor S. Derrible, 2071 ERF, Office hours: TBD Hours: Thursday: 5:00 7:30 Location: 104 LH (Lincoln Hall) Summary: This course introduces students to techniques of complexity Science and machine learning with a focus on data analysis. One new technique is covered every week, and will include: scaling laws, network Science , cellular automata, agent-based modeling, decision tree learning, neural networks, hierarchical clustering, and principal component analysis.

CME594 Introduction to Data Science Instructor: Professor S. Derrible, 2071 ERF, derrible@uic.edu ... data science techniques that can be used for data analysis. The material ... Science from the Bottom Up”, MIT Press, Cambridge, MA.

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