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Machine learning

Machine learning is an important branch of applied mathematics that is increasingly used in medicine and biomedical research. 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 a brief introduction to electronics and Quantum Mechanics, and then apply these to predict the systolic blood pressure of patients based on their age and weight. 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 settings.

Students will learn to:
•    Define and explain uses of machine learning
•    Apply one and two dimensional linear regressions
•    Implement basic electronics to understand machine learning concepts.

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

This Four Week Online Program class is open to 10th and 11th graders with the prerequisite.

Prerequisite: Precalculus or calculus with a grade of B or higher

Teaching method: Online, Class starts July 11 and ends August 4.  Synchronous Zoom meetings will occur 1-4 PM EST. The instructor and teaching assistants will lead students through daily scheduled lectures, discussions and practice. Additional Office Hours and Study Sessions will be offered at times to be determined.

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

Technology Requirements: Computer with camera and microphone to participate in online video class (Zoom) and 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: STEM22-4

  • 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.