Exposes students to current research topics, often via guest faculty members. Students may choose to major in both electrical and computer engineering by following the combined-major program leading to a Bachelor of Science in Electrical Engineering or Bachelor of Science in Computer Engineering. Game Artificial Intelligence. Introduces the fundamentals of two-dimensional and three-dimensional computer graphics, with an emphasis on approaches for obtaining realistic images. Students are expected to work on a project that produces a professional-quality mobile application. Uses a hands-on approach with a substantial term project. Recitation for CS 5010. The rigorous curriculum of the PhD program provides a broad background in the fundamentals of computer science, advanced courses in your focus area, and an intensive research experience. Studies the basic components of programming languages, specification of syntax and semantics, and description and implementation of programming language features. 4 Hours. Online Learning. Addresses function and operator overloading; templates, the Standard Template Library (STL), and the STL components (containers, generic algorithms, iterators, adaptors, allocators, function objects); streams; exception handling; and system calls for processes and threads. CS 5005. CS 5083. / Academics / Undergraduate Studies / Bachelor of Science in Electrical Engineering Bachelor of Science in Electrical Engineering . Studies how to identify relevant issues from the consumer or user side of account creation and management; identify expectations and liabilities for the developer or company providing a user-based account; share existing software design patterns and technologies to help you implement secure user accounts, including OAuth and anonymous accounts; and discusses UX design issues around user account creation and maintenance. 4 Hours. Illustrates topics from the lecture course through discussions, quizzes, and homework assignments. Mobile and Wireless Systems. The complexity portion includes big-O and small-o notation, the classes P and NP, the P vs. NP question, and NP-completeness. Introduces the computational modeling of human language; the ongoing effort to create computer programs that can communicate with people in natural language; and current applications of the natural language field, such as automated document classification, intelligent query processing, and information extraction. blur to next category from 1 ; Academicsblur from cat 2. Presents the different harmonizing functions needed for communication and efficient operation of computer networks and discusses examples of Ethernet, FDDI, and wireless networks. Experiential learning is the heart of a Northeastern education, combining rigorous coursework with hands-on experience in the classroom, in the lab, and in the field—locally and abroad. CS 2500. CS 1210. Introduces approaches for authentication (ensuring you know who someone is) and authorization (ensuring they have access to a given resource or service). Recitation for CS 3000. 4 Hours. 1 Hour. The Bachelor of Science Program in Computer Engineering is accredited by the Engineering Accreditation Commission of ABET, www.abet.org. May be repeated up to three times. Is Northeastern University the best science school for you? CS 5180. Covers design theory, query language, and performance/tuning issues. 2020-21 College of Professional Studies Undergraduate PDF Reinforcement Learning. I’ve only had a few teachers/classes (4 class, 3 teachers) so far, but the quality was not worth the 6K/course you pay. Explains the Scrum framework as well as key ceremonies and roles. Among these, we offer more than 195 multi-discipline majors and degrees designed to prepare students for purposeful lives and careers. Innovative Curriculum. Mathematics of Data Models. Offers an opportunity to conduct research under faculty supervision. Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Wherever you are on the Khoury undergraduate path, we have advisors, resources, and opportunities to fuel your success and make computer science for everyone. Then, working in teams, students have an opportunity to address different aspects of the open questions so that in combination the entire class may learn more than any single team could accomplish. Involves experiments and problem solving across multiple disciplines using computer science techniques and tools. Request Info Apply View All Programs . Studies the abstract mechanisms and algorithms as implemented in real-world Internet protocols. Introduces the fundamental problems, theories, and algorithms of the artificial intelligence field. Examines syntax trees; static semantics; type checking; typical machine architectures and their software structures; code generation; lexical analysis; and parsing techniques. Offers students an opportunity to obtain a deeper understanding of the principles of object-oriented programming and design, including software components, object-oriented design patterns, and the use of graphical design notations such as UML (unified modeling language). Computer-Aided Reasoning. To switch into a major/minor, please contact advising@cs.northwestern.edu. 4 Hours. CS 3950. Robotic Science and Systems. Culminates in a project that connects the algorithms and hardware developed in the course with a selected topic in the current robotics research literature. Building Game Engines. Recitation for CS 1800. Also covers the construction of distributed programs, with an emphasis on high-level protocols and distributed state sharing. Requires admission to MS program or completion of all transition courses. Applies these ideas to sample applications that illustrate the breadth of computer science. Course content depends on instructor. 4 Hours. 4 Hours. 4 Hours. CS 4120. 4 Hours. Introduces principles of distributed data management and strategies for problem-driven data partitioning through a selection of design patterns from various application domains, including graph analysis, databases, text processing, and data mining. Other topics may include World Wide Web design principles and tools, computer-supported cooperative work, multimodal and “next generation” interfaces, speech and natural language interfaces, and virtual reality interfaces. Explores the use of data-driven software design. May be repeated up to three times. Database Management Systems. myNortheastern • With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives. BS in Computer Science + ME 3475, ME 4570 (Khoury) BS in Physics + ME 3475, ME 4570 (COS) BS in Chemistry + ME 3475, ME 4570 (COS) BS in Biology + ME 3475, ME 4570 (COS) BS in Environmental Science + ME 3475, ME 4570 (COS) BS in Math + ME 3475, ME 4570 (COS) MS in Operations Research: All COE Undergraduate Majors: BS in Computer Science (Khoury) Covers player modeling, procedural content generation, behavior trees, interactive narrative, decision-making systems, cognitive modeling, and path planning. Summer Program for Rising Sophomores. Advanced topics in complexity theory include probabilistic computation, polynomial hierarchy, oracle separations, circuit and space complexity, interactive proofs, and quantum computing. Northeastern Illinois University’s bachelor’s in Computer Science degree provides students with a broad-based theoretical and practical understanding of the field. Requires students to work on several individual assignments to apply the algorithms and then develop a project in a team. Students implement a database schema and short application programs on one or more commercial relational database management systems. Covers methods for planning and learning in MDPs such as dynamic programming, model-based methods, and model-free methods. Combined majors are carefully constructed degrees allowing students to explore multiple academic fields while staying on track for graduation. Topics include an overview of human information processing subsystems (perception, memory, attention, and problem solving); how the properties of these systems affect the design of user interfaces; the principles, guidelines, and specification languages for designing good user interfaces, with emphasis on tool kits and libraries of standard graphical user interface objects; and a variety of interface evaluation methodologies that can be used to measure the usability of software. 4 Hours. Examines inductive and recursive definitions of structures and functions. Wherever you are on the Khoury undergraduate path, we have advisors, resources, and opportunities to fuel your success and make computer science for everyone. All undergraduate students are required to complete the NUpath Requirements. Offers students an opportunity to develop and implement a reasoning engine in a sequence of projects over the course of the semester. Offers elective credit for courses taken at other academic institutions. The program also offers a variety of electives at the upper undergraduate and beginning graduate levels ranging from more theoretical courses to those that focus on important applications. Considers approaches to proving termination, correctness, and safety for programs. 4 Hours. 2020-21 College of Professional Studies Undergraduate PDF Search, 360 Huntington Ave., Boston, Massachusetts 02115 • 617.373.2000 • TTY 617.373.3768 © 2020-2021 Northeastern University. Each instance of this course covers a single topic with broad open questions. Topics include finite automata and regular languages, context-free grammars and pushdown automata, and time complexity. See if Northeastern University is ranked and get info on programs, admission, tuition, and more. 2 Hours. Course work includes both the creation and implementation of original user interface designs, and the evaluation of user interfaces created by others. Charts a path through every major aspect of computer graphics with varying degrees of emphasis. Shows which aspects of Scrum are required and how they manage project risk. Programming Languages. The mathematics requirements serve as a foundation for both computer science and physics. Introduces mathematical tools such as linear systems theory and Fourier analysis and uses them to motivate and explain these image processing techniques. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified and complete any additional courses needed beyond specific college and major requirements to satisfy graduation credit requirements. Culminates with a final capstone project in which students prepare and present a lecture on a topic in computer science. Covers two-dimensional algorithms for drawing lines and curves, anti-aliasing, filling, and clipping. By College; List of Majors; University Programs; College of Arts, Media and Design. “Computer science is the future,” says Ian Gorton, PhD and director of the computer science programs at Northeastern University—Seattle. May be repeated up to three times. Computer Science Teaching Seminar. The Department of Philosophy and Religion and the Khoury College of Computer Sciences at Northeastern University seek to fill an open rank tenure line position in the area of ethics and computer science. NUpath Requirements. CS 4150. Offers students an opportunity to learn from sponsor feedback, review 'lessons learned,' and incorporate suggestions from this review to improve and further develop their career development and professional plan. Contrasts the use of inheritance and composition as dual techniques for software reuse: forwarding vs. delegation and subclassing vs. subtyping. 1 Hour. Covers the basic structures of an operating system, including application interfaces, processes, threads, synchronization, interprocess communication, deadlock, memory management, file systems, and input/output control. Privacy and Security of User Accounts: Patterns and Best Practices. No prior programming experience is assumed; therefore, suitable for students with little or no computer science background. Offers an overview of classical and modern approaches to artificial intelligence in digital games. Considers divide-and-conquer algorithms, graph traversal algorithms, and optimization techniques. The PhD in Computer Science program provides students with the advanced coursework and groundbreaking research opportunities they need to contribute at the forefront of the world’s fastest-growing fields. Complete 8 credits of CS, CY, DS, or IS classes that are not already required. Requires knowledge of computer graphics, differential calculus, operating systems concepts, and algorithms. CS 2991. Explores the use of data-driven software design. Requires experience in Java programming. Through a cohort-based learning model, the Align Master of Science in Computer Science (MSCS) provides a supportive community of engaged peers. Accompanies CS 2500. Studies network protocols, focusing on modeling and analysis, and architectures. Provides students with additional opportunities to ask questions and engage with course material. Topics include relational algebra, SQL, stored procedures, user-defined functions, cursors, embedded SQL programs, client-server interfaces, entity-relationship diagrams, normalization, B-trees, concurrency, transactions, database security, constraints, object-relational DBMSs, and specialized engines such as spatial, text, XML conversion, and time series. CS 5700. 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. Covers the principles of human-computer interaction and the design and evaluation of user interfaces. The computer science and physics combined major brings together three disciplines: computer science, physics, and mathematics. Covers fundamental concepts, techniques, and algorithms in computer-aided reasoning, including propositional logic, variants of the DPLL algorithm for satisfiability checking, first-order logic, unification, tableaux, resolution, Horn clauses, congruence closure, rewriting, Knuth-Bendix completion, decision procedures, Satisfiability Modulo Theories, recursion, induction, termination, Presburger arithmetic, quantifier elimination, and interactive theorem proving. Coreq CS 5001. Topics may vary from offering to offering. Networks and Distributed Systems. Discusses hardware issues: size and speed; lines, polygons, and regions; modeling, or objects and their relations; viewing, or what can be seen (visibility and perspective); rendering, or how it looks (properties of surfaces, light, and color); transformations, or moving, placing, distorting, and animating and interaction, or drawing, selecting, and transforming. All undergraduate students are required to complete the University-Wide Requirements. Emergency Information • Continues the preparation of students for careers in the computing and information fields by discussing co-op and co-op processes. CS 2810. Introduces the basic principles and techniques for the design and implementation of efficient algorithms and data representations. 4 Hours. Introduces techniques and frameworks to prepare undergraduate students to become more effective teaching assistants in the field of computer science. Khoury College offers combined majors with over 25 partner disciplines. Undergraduate Overview Students will engage in building and developing games and playable media experiences while completing courses in computer science and specialized game technology and design. CS 4700. CS 4950. Examines image formation, early processing, boundary detection, image segmentation, texture analysis, shape from shading, photometric stereo, motion analysis via optic flow, object modeling, shape description, and object recognition (classification). 2020-21 Graduate PDF Computer Science The PhD in Computer Science prepares students for careers in academia and industry—from conducting research to developing systems to publishing and presenting papers. Prepares students for this talk by discussing methods of oral presentation, how to present technical material, how to choose what topics to present, overall organization of a talk, and use of presentation software and other visual aids. Advanced Theory of Computation. Offers students an opportunity to use a rendering engine and to build and integrate several software components to create a complete game engine. 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. Knowledge of statistics is helpful. /Academics / Undergraduate Studies Undergraduate Studies Electrical and computer engineering isn’t just about electricity and programming. Covers least squares regression, finding eigenvalues to predict a linear system’s behavior, performing gradient descent to fit a model to data, and performing t-tests and chi-square tests to determine whether differences between populations are significant. Studies rendering of three-dimensional scenes composed of spheres, polygons, quadric surfaces, and bi-cubic surfaces using ray-tracing and radiosity. Also offers students an overview of graduate education in these fields. Pattern Recognition and Computer Vision. CS 4520. Provides small-group discussion format to cover material in CS 5010. Natural Language Processing. Discusses models of human vision (gestalt effects, texture perception, subjective contours, visual illusions, apparent motion, mental rotations, and cyclopean vision). Introduces the basic design of computing systems, computer operating systems, and assembly language using a RISC architecture. 4 Hours. Covers the interface between assembly language and high-level languages, including call frames and pointers. CS 1801. Informed by experience and inspired by the constantly evolving tech landscape, Khoury College of Computer Sciences engages learners at every level. Example topics include use of new hardware such as GPUs on video boards, use of new software tools for multicore computing, development of check-pointing packages for more robust long computations, software for GUI window systems, and cloud computing. Topics include design patterns, transactions, performance trade-offs, security implications, and reliability. Northeastern’s comprehensive array of undergraduate and graduate programs— in a variety of on-campus and online formats—lead to degrees through the doctorate in nine colleges and schools. CS 5964. Typical minors might include physics, math, computer science, or business, but students might also organize their course of study to earn a minor in economics, English, or music. Introduces modern program design paradigms. Our undergraduate programs are led by faculty with deep professional experience in their fields, who will guide you towards the knowledge and … Discusses examples from a variety of languages. 4 Hours. and their software cannot be done by hand. College of Professional Studies. Covers why you don’t want to build this functionality yourself and how you can use existing tools and technologies that shield you from liability for storing user data. blur … Students may work in teams with the permission of the instructor. CS 5082. Introduces the fundamental ideas of computing and programming principles. Offers an opportunity to conduct introductory-level research or creative endeavors under faculty supervision. Our undergraduate programs in the physical sciences, life sciences, and mathematics are designed to prepare graduates for their next step—be it further education or participation in the global workforce. CS 4610. Northeastern University’s Master of Science in Computer Science is designed to prepare students for a variety of careers in computer science. 0 Hours. The program combines both computing and important application domains. The automata theory portion includes finite automata, regular expressions, nondeterminism, nonregular languages, context-free languages, pushdown automata, and noncontext-free languages. Covers the use of system calls and systems programming to show the interaction with the operating system. Introduces the fundamental concepts of network protocols and network architectures. Mobile Application Development. Introduces students to research in the domain of high-performance computing. CS 4850. Student Spotlights Liane Wong, E'17 Presents an advanced study of computer algorithms. Focuses on mobile application development on a mobile phone or related platform. Computer science is concerned with bringing together all of the intellectual resources needed to enable the rapid and effective development of software to meet the needs of business, research, and end users. Provides a small-group discussion format to cover material in CS 5001. The instructor chooses a modern mobile platform to be used in the course. CS 3500. Examines commonly used representations including deep learning representations and approaches to partially observable problems. The computability portion includes Turing machines, the Church-Turing thesis, decidable languages, and the Halting theorem. Introduces the basic design of computing systems, computer operating systems, and assembly language using a RISC architecture. Focuses on second semester of in-depth project in which a student conducts research or produces a product related to the student’s major field. 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. Discusses a systematic approach to word problems, including analytic reading, synthesis, goal setting, planning, plan execution, and testing. Find out at US News. The Bachelor of Science programs allow students sufficient flexibility within the standard eight academic semesters to earn a minor in nearly any department in the university. Northeastern’s PhD program in Computer Engineering offers the opportunity to pursue cutting-edge research in the following areas: computer architecture, parallel computing, fault tolerance, performance analysis and modeling, security, embedded systems, VLSI, algorithms, data mining, testing, machine learning, machine vision and software engineering. Introduces modeling concepts, emphasizing queuing theory, including Little’s theorem, M/M/1, M/M/m, M/D/1, and M/G/1 queuing systems. Software Development. 4 Hours. 4 Hours. CS 5001. Large-Scale Parallel Data Processing. Discusses functions, relations, ordering, and equivalence relations. So, I have to make it attractive to try computer science. 4 Hours. “There are an enormous amount of challenging and exciting problems that people can work on, [which makes] the field is invariably interesting.” CS 4955. 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. Introduces reinforcement learning and the Markov decision process (MDP) framework. CS 4240. All source files must be open and be automatically served by a sources server. Studies structures such as sets, tuples, sequences, lists, trees, and graphs. CS 5150. 0 Hours. Students currently earning a BS in Computer Engineering & Physics can select from the PlusOne pathways available for BS in Computer Engineering students. CS 4805. Accelerated Bachelor/​Graduate Degree Programs, College of Social Sciences and Humanities, College of Professional Studies Undergraduate, 2020-21 College of Professional Studies Undergraduate PDF, Professional Development for Khoury Co-op, System Specification, Verification, and Synthesis, Introduction to Computer Science Research, Information Presentation and Visualization, Calculus 1 for Science and Engineering (a grade of C– or higher is required), Wired/Unwired: Cybercultures and Technopolitics, Cyberlaw: Privacy, Ethics, and Digital Rights, Bostonography: The City through Data, Texts, Maps, and Networks, Advanced Writing in the Technical Professions, Interdisciplinary Advanced Writing in the Disciplines, Engaging with the Natural and Designed World, Conducting Formal and Quantitative Reasoning, Demonstrating Thought and Action in a Capstone. Includes exercises using a commercial relational or object-relational database management system. 2 Hours. myNortheastern • Each student must deploy individually designed Web experiments that illustrate the Web technologies and at least one major integrative Web site project. 4 Hours. CS 5170. Students who complete the Computer Science degree program are prepared to pursue graduate study or to pursue careers in software engineering and technical programming. Examines inductive and recursive definitions of structures and functions. David A. Smith is an associate professor in the Khoury College of Computer Sciences and a founding member of the NULab for Texts, Maps, and Networks, Northeastern University’s center for the digital humanities and computational social sciences. Students must earn a minimum of 60 Northeastern University semester hours in order to receive a bachelor’s degree. Designing large and complex systems (digital circuits, embedded control systems such as automated vehicles, computerized healthcare devices such as pacemakers, cyber-physical systems such as automated intersections, etc.) Offers students an opportunity for internship work. Undergraduate Degree Programs Our undergraduate programs in the physical sciences, life sciences, and mathematics are designed to prepare graduates for their next step—be it further education or participation in the global workforce. Northeastern University’s Master of Science in Computer Science is designed to prepare students for a variety of careers in computer science. Covers topics from the course through various experiments. 4 Hours. The Bachelor of Science in Computer Science focuses on the fundamentals of program design, software development, computer organization, systems and networks, theories of computation, principles of languages, and advanced algorithms and data. Students who do not meet course prerequisites may seek permission of instructor. The course then progresses to object-oriented design, explaining how it generalizes and contrasts with functional design. 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. CS 3800. Artificial Intelligence for Human-Computer Interaction. BS in Computer Science + EECE 2150, EECE 2412, EECE 2413, EECE 2520 (Khoury) BS in Math + EECE 2150, EECE 2412, EECE 2413, EECE 2520 (COS) MS in Data Analytics Engineering All COE Undergraduate Majors** Deals with the design of extensible software systems, which enable clients to add functionality both statically as well as dynamically. *The concentration in human-centered computing requires a fall co-op pattern. Prior to December 16, 2018, Khoury College was known as the College of Computer and Information Science. 4 Hours. Accompanies CS 1100. PhD in computer science, Johns Hopkins University; BA in classics, Harvard University; Biography. Studies the methods and ideas in linear algebra, multivariable calculus, and statistics that are most relevant for the practicing computer scientist doing machine learning, modeling, or hypothesis testing with data. Discusses notations used in logic, propositional and first order logic, logical inference, mathematical induction, and structural induction. Covers basic algorithmic paradigms (e.g., greedy, divide-and-conquer, and dynamic programming); graph algorithms; optimization; computational Intractability (e.g., NP-completeness, PSPACE-completeness); randomized algorithms; and approximation algorithms. Info on programs, admission, tuition, and NP-completeness of classical and modern approaches to artificial in... 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Staying on track for graduation professional experience in their fields, who will guide towards... 16, 2018, Khoury College was known as the focus integrates about! Fundamental concepts of object, class, metaclass, message, method, inheritance, and Internet northeastern university computer science undergraduate the.... Are used in logic, science, and algorithms as implemented in real-world Internet protocols reasoning contracts!