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Machine Learning

Machine learning is an important branch of applied mathematics that is increasingly used in medicine and biomedical research, artificial intelligence, and data analysis. In this course, students will be introduced to fundamental algorithms used in machine learning systems beginning with the method of least squares, or Linear Regression, move onto an introduction to electronics and Quantum Mechanics, and then practice these skills through case studies from research and industry.  Student teams will choose a problem to study and use publicly available datasets to analyze the data using the methods learned in the course and identify opportunities for machine learning in health care, business, and engineering settings.

This class is open to 10th and 11th graders.

Instructors: Michael Kumaresan, Adjunct Faculty and Cooper Union Alumni, and Cooper Union Undergraduate Teaching Assistants

Prerequisites: none

Teaching method: Online, Real time, Synchronous. The instructor and teaching assistants will lead students through daily scheduled lectures, discussions and practice sessions.

Materials: A CU@Home kit will be provided to students living in the United States only.

Technology Requirements:

Class: Computer with camera and microphone to participate in online video class (Zoom) and program at the same time.

Project work: Computer with WiFi to use web-based software and file management system (Microsoft Office and Teams). Camera to collect images and video of your project and upload to presentation and portfolio.

Cost: $1850

Credits: 0.00

Course Code: STEM 216

  • Founded by inventor, industrialist and philanthropist Peter Cooper in 1859, The Cooper Union for the Advancement of Science and Art offers education in art, architecture and engineering, as well as courses in the humanities and social sciences.

  • “My feelings, my desires, my hopes, embrace humanity throughout the world,” Peter Cooper proclaimed in a speech in 1853. He looked forward to a time when, “knowledge shall cover the earth as waters cover the great deep.”

  • From its beginnings, Cooper Union was a unique institution, dedicated to founder Peter Cooper's proposition that education is the key not only to personal prosperity but to civic virtue and harmony.

  • Peter Cooper wanted his graduates to acquire the technical mastery and entrepreneurial skills, enrich their intellects and spark their creativity, and develop a sense of social justice that would translate into action.