This course covers abstraction and design in computation. Topics include functional and object-oriented styles of programming, software engineering in the small, and models of computation. The goal is to understand how to design large programs to make them readable, maintainable, efficient, and elegant. Exercises are conducted in OCaml. The recorded lectures are from the Harvard School of Engineering and Applied Sciences course Computer Science 51. Formerly CSCI E-250.
Prerequisites: CSCI E-20 and CSCI E-50, or the equivalents. (4 credits)
Engineering Design Instructional Computer System (EDICS)
Introduction to Electrical Engineering and Computer Science I
Laboratory in Software Engineering
Software Engineering
Understanding and Securing the Cyber Infrastructure
Information Theory, Pattern Recognition, and Neural Networks
Introduction to Machine Learning (CSC2515, Fall 2008)
Advanced Machine Learning (CSC2535, Spring 2013)
Linear Algebra III: Determinants and Eigenvalues
Big Data for Reliability and Security
Abnormal Psychology
Abstract Algebra
Academic Writing and Critical Reading
Adult Development
Advanced Expository Writing: Writing in the Sciences
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