CS 5320. Special Topics in Data Visualization. 7 of 405. Northeastern University is a private college that was established in 1898.Up until the fall of 2018, the academic staff was 1,830. Students are expected to have a working knowledge of probability and linear algebra, to complete programming assignments, and to complete a course project that applies some form of reinforcement learning to a problem of interest. The course then progresses to object-oriented design, explaining how it generalizes and contrasts with functional design. Students who complete the program are prepared to pursue graduate study or to assume positions which include software engineering, technical programming, and the application of computers and related technologies to problems in industry such … The Master of Science in Robotics program, offered jointly by the College of Engineering and the Khoury College of Computer Sciences at Northeastern, looks at this fundamentally interdisciplinary field from three connected angles: mechanical engineering, electrical engineering, and computer science. Note: Individual program requirements may exceed the above minima. The goal of the certificate is to provide foundational knowledge in computer science that is valuable in both the workplace for career advancement as well as to those looking to move into graduate programs within the discipline. Describes caches and virtual memory. Studies affective computing—computing that relates to, arises from, or influences emotions. Studies structures such as sets, tuples, sequences, lists, trees, and graphs. Offers a broad view of models and algorithms for supervised decision making. Programming is a cross-cutting aspect of the course. Provides small-group discussion format to cover material in CS 5010. The Northeastern University Align program provides a direct path to a Master of Science in Computer Science (MSCS) for non-computer science majors without programming experience. Expects students to read conference and journal articles, present these articles, and write an individual research paper. Barnett Institute; Requires profiency in a programming language such as Python, R, or MATLAB. Requires admission to MS program or completion of all transition courses. View Northeastern University rankings for 2021 and see where it ranks among top colleges in the U.S. ... Best Colleges for Computer Science in America. CS 6620. Topics include data visualization theory and methodology, visualization design and evaluation, visual perception and cognition, interaction principles, and data encoding and representation techniques. Topics include computational models of grammar and automatic parsing, statistical language models and the analysis of large text corpuses, natural language semantics and programs that understand language, models of discourse structure, and language use by intelligent agents. Rate your chances of admission in Northeastern University Master of Science in Computer Science program and download course brochure. The Computer Science minor at Northeastern stands out from its competitors in several ways. 4 Hours. Topics include knowledge representation and reasoning models beyond predicate calculus, Bayesian inference and other models of reasoning and decision making under uncertainty, rule-based expert systems, case-based and analogical reasoning, and introduction to natural language processing. The past decade has witnessed a dramatic increase in Northeastern’s international reputation for research and innovative educational programs. Introduction to Programming for Data Science. 0 Hours. CS 6220. Requires standard CS knowledge of algorithms and hardness (e.g., a typical undergraduate class based on a standard algorithms textbook such as Ericson; Cormen, Leiserson, Rivest,and Stein; or Dasgupta, Papadimitriou, and Vazirani). Northwestern Computer Science intentionally positions itself as an ideal hub for interdisciplinary research by fostering a culture of inclusivity and promoting collaborations across a wide range of disciplines at our numerous top-ranked schools. Mobile Application Development. CS 7140 and EECE 7397 are cross-listed. Minimum 120 total semester hours required. Object-Oriented Design. Considers divide-and-conquer algorithms, graph traversal algorithms, linear programming, and optimization techniques. Offers students an opportunity to gain hands-on experience through smaller assignments and a project. Across a culture of respect and equity, we are solving the greatest challenges of our planet, with groundbreaking fundamental and applied research. Discusses models of human vision (gestalt effects, texture perception, subjective contours, visual illusions, apparent motion, mental rotations, and cyclopean vision). Requires students to work on individual assignments and then develop a project in a team, which requires a report. CS 7295. 4 Hours. Discusses the methodological foundations behind the models and the algorithms, as well as issues of practical implementation and use, and techniques for assessing the performance. CS 6760. 4 Hours. Examines inductive and recursive definitions of structures and functions. Covers current operating system components and construction techniques including the memory and memory controller, I/O device management, device drivers, memory management, file system structures, and the user interface. Covers the interface between assembly language and high-level languages, including call frames and pointers; the use of system calls and systems programming to show the interaction with the operating system; and the basic structures of an operating system, including application interfaces, processes, threads, synchronization, interprocess communication, deadlock, memory management, file systems, and input/output control. Computer science involves the application of theoretical concepts in the context of software development to the solution of problems that arise in almost every human endeavor. As a CS Align student, you’ll take advantage of rigorous academic bridge courses that prepare you for master’s level coursework. CS 7200. Reviews some of the material covered in CS 5800 and then covers advanced topics. May be repeated without limit. Covers a variety of reinforcement learning algorithms, including model-based, model-free, value function, policy gradient, actor-critic, and Monte Carlo methods. Program graduates will be well-positioned to attain research and development positions in a rapidly growing field or to progress into doctoral-degree-related fields. 2 Hours. CS 7680. 2-4 Hours. Offers selected readings under the supervision of a faculty member. in Computer Science, then you've come to the right place! Covers link layer protocols including HDLC, PPP, and SLIP; packet framing; spanning tree and learning bridges, error detection techniques, and automatic repeat request algorithms; sliding window and reliable/ordered services; and queuing disciplines including FQ and WFQ. Topics covered include evaluation of information retrieval systems; retrieval, language, and indexing models; file organization; compression; relevance feedback; clustering; distributed retrieval and metasearch; probabilistic approaches to information retrieval; Web retrieval; filtering, collaborative filtering, and recommendation systems; cross-language IR; multimedia IR; and machine learning for information retrieval. Introduces autonomous mobile robots with a focus on algorithms and software development, including closed-loop control, robot software architecture, wheeled locomotion and navigation, tactile and basic visual sensing, obstacle detection and avoidance, and grasping and manipulation of objects. Coreq CS 5001. 4 Hours. Our programs provide a strong technical foundation and an essential understanding of computing concepts while integrating computer and data sciences across disciplines and industries. In addition to studying program design, students also have an opportunity to practice pair-programming and public code review techniques, as found in industry today. Requires an undergraduate course in probability. Northeastern University has received funding from Pivotal Ventures, the executive office of Melinda Gates, to expand its Align program.Align focuses on closing the diversity gap in tech by giving students from any academic background the ability to earn a master’s degree in computer science. Offers selected work with the agreement of a thesis supervisor. The project is flexible to allow students to explore scalable data management and analysis aspects related to their PhD research. The Khoury College of Computer Sciences is one of the nine colleges of Northeastern University in Boston, Massachusetts.It specializes in computer science, data science and cybersecurity. Topics include data models, query languages, query execution and optimization, complexity of query execution and query resilience, data stream processing, parallel data processing, transactions, linear vs. relational algebra, factorizations, and uncertainty in logic. Students must earn a minimum of 60 Northeastern University semester hours in order to receive a bachelor’s degree. The program combines both computing and important application domains. 0 Hours. Co-op Work Experience - Half-Time. Privacy and Security of User Accounts: Patterns and Best Practices. Examines commonly used representations including deep learning representations and approaches to partially observable problems. Special Topics in Data Science. Northeastern University is a great institution nationwide, and historically known for its Business major and academia. University Leadership. CS 6110. Offers an overview of classical and modern approaches to artificial intelligence in digital games. Includes a course project where some of the software engineering methods (from requirements analysis to testing) are applied in a team-based setting. Our master's degrees are advanced programs that are designed to prepare students to be job ready through a rigorous curriculum, innovative research, experiential learning, and a collaborative environment rich in faculty expertise. CS 7340. Covers topics in advanced machine learning. 4 Hours. Examines what kind of security properties can be achieved by relying solely on probability and information theory, without restricting the adversary’s computational power. Focuses on mobile application development on a mobile phone or related platform. Studies the fundamental concepts of digital image processing including digitization and display of images, manipulation of images to enhance or restore image detail, encoding (compression) of images, detection of edges and other object features in images, and the formation of computed tomography (CT) images. Students may work in teams with the permission of the instructor. Also, discusses data structures such as arrays, stacks, queues, lists, and the algorithms that manipulate them. The Master of Science in Computer Science, offered by Northeastern's Khoury College of Computer Science, is designed to prepare students for a variety of careers in computer science. ... Northeastern University College of Science. The ability to frame problems, select computational models, design program structures, and develop efficient algorithms is as important in computer science as software implementation skill. Visualization for Network Science. Robotic Science and Systems. DS 5110. Learn how Northeastern University ranks across all of College Factual's 2021 rankings including Best Colleges Nationwide, Best Colleges for Your Money, Best Colleges in and the region, and Best Majors. 3 Hours. Covers the principles of human-computer interaction and the design and evaluation of user interfaces. Most Liberal Colleges in America. Offers students an opportunity to learn team/project management; work division; team communication; and the software development cycle of implementation, testing, critique, and further iteration. 4 Hours. Course work includes a programming term project. 4 Hours. 4 Hours. Explores different approaches for behavior generation, including learning and rule-based systems. CS 5082. 4 Hours. Continues the exploration of several themes from CS 5010: unit testing, random testing, and logical reasoning about software. Northeastern offers both day and evening courses and caters in particular to those who work full-time jobs. Focuses on graphical models, latent variable models, Bayesian inference, and nonparametric Bayesian methods. Unsupervised Machine Learning and Data Mining. The latter consists of two parts: a task organization (ranging from the description of data to the creation of a test suite) and a data-oriented approach to the organization of programs (ranging from atomic data to self-referential data definitions and functions as data). Introduces basic cryptography and hash function as it is needed. The postbaccalaureate certificate is designed to give students a solid foundation in the mathematical and theoretical underpinnings of computer science, including the areas of discrete mathematics, basic programming, data structures, object-oriented programming, algorithms, and computer systems. May be repeated without limit. 4 Hours. Requires knowledge of C programming language/UNIX. Discusses the components of game engines and strategies for their software implementation. Special Topics in Software Engineering. The program combines both computing and important application domains. Covers the foundations of software engineering, including software development life cycle models (e.g., waterfall, spiral, agile); requirements analysis; user-centered design; software design principles and patterns; testing (functional testing, structural testing, testing strategies); code refactoring and debugging; software architecture and design; and integration and deployment. Discusses memory management; user interface building, including both MVC principles and specific tools; touch events; data handling, including core data, SQL, XML, and JSON; network techniques and URL loading; and, finally, specifics such as GPS and motion sensing that may be dependent on the particular mobile platform. 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