MIT Subject Listing & Schedule
IAP / Spring 2018 Search Results

Searched for: "1.00"    Subjects offered any term

1 subject found.

1.00 Engineering Computation and Data Science

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(Subject meets with 1.001)
Prereq: Calculus I (GIR)
Units: 3-2-7
Lecture: MW9.30-11 (1-390) Lab: F9-11 (1-390)

Presents fundamentals of computing and programming in an engineering context with an emphasis on data science. Introduces basics of web computing, data structures, and techniques for data analysis. Includes filtering, linear regression, simple machine learning (clustering and classifiers), and visualization. Surveys techniques for ingesting, processing, analyzing, and visualizing engineering data from a range of fields, including geo-spatial, environment, infrastructure, city dynamics, and numerical experiments. Students use JavaScript and HTML5 programming language to complete weekly assignments. Students taking graduate version complete additional assignments.
J. Williams
No textbook information available