CMU School of Computer Science
Learn more on our Faculty Hiring page. Carnegie Mellon’s School of Computer Science is widely recognized as one of the first and best computer science programs in the world. Our programs train the next generation of innovators to solve real-world problems and improve the way people live and work. See Our Programs Donate to SCS.
Master's Programs - CMU School of Computer Science
The M.S. in Computational Biology program seeks to train the world's best computational biologists at the master's level. The curriculum provides both breadth and depth of training in computational biology, and is built on a solid foundation of biology, computer science, statistics and machine learning (data sciences).
Undergraduate Programs - CMU School of Computer Science
Undergraduate Majors. The School of Computer Science offers five bachelor's degrees. Artificial Intelligence. Computational Biology. Computer Science. Human-Computer Interaction. Robotics. Interdisciplinary majors in computer science and the arts, and music and technology are also available. Admission to all bachelor of science programs in SCS ...
Doctoral Programs - CMU School of Computer Science
Doctoral Programs. In the School of Computer Science, we believe that Ph.D. students thrive in a flexible environment that considers their background and experience, separates funding from advising, and encourages interdisciplinary exploration. In any of the Ph.D. programs across our seven departments, you'll be matched with an advisor based ...
15-112: Fundamentals of Programming - CMU School of …
A technical introduction to the fundamentals of programming with an emphasis on producing clear, robust, and reasonably efficient code using top-down design, informal analysis, and effective testing and debugging. Starting from first principles, we will cover a large subset of the Python programming language, including its standard libraries ...
Summer Research Opportunities - CMU School of Computer Science
The RISS community is committed to actively supporting the success of the summer scholars during their research immersion and beyond. Summer scholars present and publish their research results. Application Deadline: Jan. 15, 2023 at 12 p.m. Included: Scholarships range from $6,000 to …
Machine Learning, Tom Mitchell , McGraw Hill, 1997. - CMU …
Machine Learning textbook. Machine Learning, Tom Mitchell, McGraw Hill, 1997. Machine Learning is the study of computer algorithms that improve automatically through experience. This book provides a single source introduction to the field. It is written for advanced undergraduate and graduate students, and for developers and researchers in the ...
Frequently Asked Questions - CMU School of Computer Science
Frequently Asked Questions. The School of Computer Science offers a wide range of professional and academic Ph.D. and master's programs across its seven departments. Admissions and requirements vary by program, and are determined by the program's home department.Below you will find a variety of frequently asked questions about our application ...
Introduction to Probability for Computing - CMU School of …
Manuel Blum, U. California, Berkeley, and Carnegie Mellon. Probability theory has become indispensable in computer science. It is at the core of machine learning and statistics, where one often needs to make decisions under stochastic uncertainty. It is also integral to computer science theory, where most algorithms today are randomized ...
CMSC 451: Reductions & NP-completeness Slides By: Carl Kingsford Department of Computer Science University of Maryland, College Park Based on Section 8.1 of Algorithm Design by Kleinberg & Tardos.