Columbia University Department of Computer Science
New York, NY, United States
http://www.cs.columbia.edu/

Software Systems

The Software Systems track is for students who want to pursue knowledge of software development and software systems methodologies and technologies. Software plays the key role in practical, real-world computing systems and applications. This track enables students to understand and master classic and current software systems, and provides the fundamentals for later self-study of future softwar......
 

The Vision and Graphics track is intended for students who wish to develop their knowledge of Computer Vision and Computer Graphics. The track also includes courses in related fields, such as Robotics, Machine Learning, and User Interfaces. Many of the courses are taught by faculty in the Columbia Vision and Graphics Center. 1. Overall Requirements Students must complete at least 30 gradua......
 

The Natural Language Processing (NLP) track is intended for students who wish to gain expertise in NLP technologies and applications. NLP technologies are of central importance in automating the analysis of text and speech databases and in enabling man-machine interactions through natural language. This track will help you develop leading edge knowledge of these technologies. 1. Overall Req......
 

The Network Systems track is intended for students who wish to develop state-of-the-art knowledge of network systems technologies and the underlying principles, protocols and algorithms. Networking technologies play a central, driving role in shaping the directions of both the IT and communication industries. This track will help you develop leading-edge knowledge of these technologies. 1. ......
 

The Machine Learning Track is intended for students who wish to develop their knowledge of machine learning techniques and applications. Machine learning is a rapidly expanding field with many applications in diverse areas such as bioinformatics, fraud detection, intelligent systems, perception, finance, information retrieval, and other areas. 1. Overall Requirements Students must complete......
 

The Computer Security track is intended for students who wish to develop state-of-the-art knowledge of computer and network security technologies. Security considerations pervade personal, corporate, military, governmental, and national infrastructure systems and networks. This track will help you develop leading-edge knowledge in security. 1. Overall Requirements Students must complete at......
 

The Computational Biology Track is intended for students who wish to develop working knowledge of computational techniques and their applications to biomedical research. Recent advances in high-throughput technologies, e.g., for DNA sequencing and for measuring RNA expression via DNA microarrays, are changing the nature of biomedical research. They empower fundamental new understandings of biol......
 

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