Introduces approaches for authentication (ensuring you know who someone is) and authorization (ensuring they have access to a given resource or service). This is where creative people come to learn computer science (CS). Foundations of Software Engineering. 4 Hours. Master of Science in Computer Science This program helps professionals build skills in designing and maintaining large application software, maintaining network infrastructure, and basic algorithms. The Computer Science Department (CS) at Northwestern University’s McCormick School of Engineering offers a number of major/minor undergraduate degrees. myNortheastern • Building Game Engines. Presents a comparative approach to object-oriented programming and design. Offers students an opportunity to learn team management and communication. 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. Knowledge of statistics is helpful. Artificial Intelligence. “There are an enormous amount of challenging and exciting problems that people can work on, [which makes] the field is invariably interesting.” Offers independent work under the direction of members of the department on a chosen topic. Required course work includes the creation of working programs that solve problems, reason logically, and/or improve their own performance using techniques presented in the course. 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. 4 Hours. Introduces techniques and frameworks to prepare undergraduate students to become more effective teaching assistants in the field of computer science. English. 4 Hours. Studies the basic components of programming languages, specification of syntax and semantics, and description and implementation of programming language features. Studies the structure, components, design, implementation, and internal operation of computer systems, focusing mainly on the operating system level. Building Extensible Systems. 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 2991. Discusses functions, relations, ordering, and equivalence relations. Through innovative, research-linked experiential education, our students are empowered to be confident, entrepreneurial problem-solvers, with flexible skills for a vast set of careers. Students analyze and reflect on literature, case studies, and real examples of teaching computer science. Topics may vary from offering to offering. Among these, we offer more than 195 multi-discipline majors and degrees designed to prepare students for purposeful lives and careers. Northeastern University’s Master of Science in Computer Science is designed to prepare students for a variety of careers in computer science. Seeks to benefit students with a curriculum that supports the development of key business communication skills, project and client management skills, and frameworks for business analysis. Offers students an opportunity to develop and implement a reasoning engine in a sequence of projects over the course of the semester. Topics include computational models of grammar and automatic parsing, statistical language models and the analysis of large text corpora, natural language semantics and programs that understand language, models of discourse structure, and language use by intelligent agents. Relevant for anyone who wants to create an application or service with a user registration and login page. Explains how database systems store data on disks. The computer science and mathematics combined major was the first dual major created by the college. 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. CS 3950. With a Bachelor of Science (BS) degree in computer engineering you might develop a full-featured multimedia phone, design the next-generation microprocessor, program computer-guided cameras to inspect nanomanufacturing facilities, or start your own software company. Presents several models of computing, beginning with functional program design. With our signature cooperative education (co-op) program, students typically gain six months of work experience integrated as part of the educational program. Offers students an opportunity to progressively construct mobile robots from a predesigned electromechanical kit. Advanced topics include triggers, stored procedures, indexing, elementary query optimization, and fundamentals of concurrency and recovery. Details about each degree are included below. Is Northeastern University the best science school for you? No prior programming experience is assumed; therefore, suitable for students with little or no computer science background. Offers students an opportunity to participate within in-class activities to learn presentation skills, to practice speaking to different audience sizes, and to learn how to work with different types of audiences. Provides small-group discussion format to cover material in CS 5010. Discusses functions, relations, ordering, and equivalence relations. CS 4520. 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) Introduces the theory behind computers and computing aimed at answering the question, “What are the capabilities and limitations of computers?” Covers automata theory, computability, and complexity. Privacy and Security of User Accounts: Patterns and Best Practices. Examines how to program in C++ in a robust and safe manner. CS 4100. Examines commonly used representations including deep-learning representations. Junior/Senior Honors Project 2. 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. The automata theory portion includes finite automata, regular expressions, nondeterminism, nonregular languages, context-free languages, pushdown automata, and noncontext-free languages. Each instance of this course covers a single topic with broad open questions. Database Management Systems. Fundamentals of Computer Science 2. Experiential Learning. See Accelerated Bachelor/Graduate Degree Programs. Covers both theoretical foundations of wireless/mobile networking and practical aspects of wireless/mobile systems, including current standards, mobile development platforms, and emerging technologies. Studies how to improve query efficiency using index techniques such as B+-tree, hash indices, and multidimensional indices. Summer Program for Rising Sophomores. Programming Languages. Continues the preparation of students for careers in the computing and information fields by discussing co-op and co-op processes. See if Northeastern University is ranked and get info on programs, admission, tuition, and more. Provides a small-group discussion format to cover material in CS 5001. CS 4910. Natural Language Processing. 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. Explores different approaches for behavior generation, including learning and rule-based systems. Students implement a database schema and short application programs on one or more commercial relational database management systems. Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Studies the construction of compilers and integrates material from earlier courses on programming languages, automata theory, computer architecture, and software design. Focuses on the software development issues of integrating multiple languages, assorted data technologies, and Web interaction. Northeastern integrates global experience into learning at the undergraduate, graduate, and doctoral levels. Complete 32 credits of general electives. CS 4120. At Northeastern, we offer Align —a program for professionals who studied something other than computer science as an undergraduate. Fundamentals of Computer Networking. 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. Describes lock table structure. The program combines both computing and important application domains. 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. 27 semester hours required. CS 5500. Building Game Engines. Accompanies CS 3000. Describes caches and virtual memory. CS 1100. The complexity portion includes big-O and small-o notation, the classes P and NP, the P vs. NP question, and NP-completeness. 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. Examines flat and hierarchical representations, dynamic data representations, and data compression. Wherever you are on the Khoury undergraduate path, we have advisors, resources, and opportunities to fuel your success and make computer science for everyone. The course culminates in a grand challenge competition using all features of the robots. The computability portion includes Turing machines, the Church-Turing thesis, decidable languages, and the Halting theorem. 4 Hours. In all concentrations, up to one Research (CS 4991) course can be substituted with advisor approval. CS 4610. Discusses principles of proof such as truth tables, inductive proof, and basic logic. CS 5200. Through a cohort-based learning model, the Align Master of Science in Computer Science (MSCS) provides a supportive community of engaged peers. Find Faculty & Staff • CS 4650. Focuses on the software development issues of integrating multiple languages, assorted data technologies, and Web interaction. Carla Brodleydean of College of Computer and Information Science, Northeastern University Brodley: First of all, I cannot make computer science required for all Northeastern students. Khoury College offers combined majors with over 25 partner disciplines. Student Financial Services. All undergraduate students are required to complete the NUpath Requirements. This combined major serves students who are interested in both computer hardware and software, combining an accredited Bachelor of Science degree in engineering with the added benefits of depth in software principles found in a Bachelor of Science degree in computer science. The instructor chooses a modern mobile platform to be used in the course. Considers approaches to proving termination, correctness, and safety for programs. Presents several models of computing, starting from nothing more than expression evaluation in the spirit of high school algebra. Computer science as a discipline draws its inspiration from mathematics, logic, science, and engineering. Introduces the fundamentals of computer networks, including network architectures, network topologies, network protocols, layering concepts (for example, ISO/OSI, TCP/IP reference models), communication paradigms (point-to-point vs. multicast/broadcast, connectionless vs. connection oriented), and networking APIs (sockets). Recitation for CS 5004. Northeastern University’s Master of Science in Computer Science is designed to prepare students for a variety of careers in computer science. 2020-21 Undergraduate PDF 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. Includes applications to popular machine-learning methods, including Bayesian models and neural networks. Covers design theory, query language, and performance/tuning issues. Considers software development as a systematic process involving specification, design, documentation, implementation, testing, and maintenance. Covers the fundamental topics in formal modeling and specification (transition systems, temporal logic, regular and omega-regular languages, safety and liveness properties, etc. Offers students an opportunity to practice reading and discussing scientific literature, presenting scientific work, and distilling the key ideas and contributions of papers through required weekly paper summaries. Discusses asymptotic analysis and formal methods for establishing the correctness of algorithms. You’re going for your goals, and with our dedication to success, we know we can get you there. CS 4955. Mobile and Wireless Systems. Theory of Computation. Studies the abstract mechanisms and algorithms as implemented in real-world Internet protocols. May be repeated twice. “Computer science is the future,” says Ian Gorton, PhD and director of the computer science programs at Northeastern University—Seattle. Software Development. 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. 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. Introduces reinforcement learning and the underlying computational frameworks and the Markov decision process framework. Covers interpreters; static and dynamic scope; environments; binding and assignment; functions and recursion; parameter-passing and method dispatch; objects, classes, inheritance, and polymorphism; type rules and type checking; and concurrency. Fosters 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). Requires each student to deploy individually designed Web experiments that illustrate the Web technologies and at least one major integrative Web site project. 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. 4 Hours. See if Northeastern University is ranked and get info on programs, admission, tuition, and more. Each student must deploy individually designed Web experiments that illustrate the Web technologies and at least one major integrative Web site project. To that end, the undergraduate program focuses on the fundamentals of program design including object-oriented design, software development, computer organization, systems and networks, theory of computation, principles of languages, and advanced algorithms and data. Requires students to work on several individual assignments to apply the algorithms and then develop a project in a team. Foundations of Artificial Intelligence. Topics may include asymptotic notation, recurrences, loop invariants, Hoare triples, sorting and searching, advanced data structures, lower bounds, hashing, greedy algorithms, dynamic programming, graph algorithms, and NP-completeness. Students currently earning a BS in Computer Engineering & Physics can select from the PlusOne pathways available for BS in Computer Engineering students. Academics; Office of the Provost. 4 Hours. 4 Hours. To switch into a major/minor, please contact advising@cs.northwestern.edu. Accompanies CS 1800. 2020-21 Undergraduate PDF 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. Requires experience in Java programming. CS 5520. Includes exercises using a commercial relational or object-relational database management system. Offers students an opportunity to use a rendering engine and to build and integrate several software components to create a complete game engine. Offers an opportunity to learn to translate statements about the behavior of computer programs into logical claims and to gain the ability to prove such assertions both by hand and using automated tools. CS 5170. Prior to December 16, 2018, Khoury College was known as the College of Computer and Information Science. Innovative Curriculum. Introduces flow control schemes, such as window flow control and leaky bucket rate control schemes, and discusses congestion control and fairness. myNortheastern • Requires admission to MS program or completion of all transition courses. Successful students are prepared for careers in teaching, presenting technical content when pursuing graduate studies, and for presenting technical information in industry. 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** Search, 360 Huntington Ave., Boston, Massachusetts 02115 • 617.373.2000 • TTY 617.373.3768 © 2020-2021 Northeastern University. College of Professional Studies. May be repeated up to three times. Computer Science Topics. Large-Scale Parallel Data Processing. CS 5335. Networks and Distributed Systems. 4 Hours. Includes heuristic search; knowledge representation using predicate calculus; automated deduction and its applications; planning; and machine learning. Students will complete most of the requirements of a business major, including macroeconomics and microeconomics, while also focusing on technical skills like program design, software development, computer organization, systems and networks, theories … 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. 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. Requires knowledge of C programming language/UNIX. All source files must be open and be automatically served by a sources server. 1 Hour. Discusses data types (primitive, array, structure, class, string); addressing/parameter mechanisms (value, pointer, reference); stacks; queues; linked lists; binary trees; hash tables; and the design of classes and class inheritance, emphasizing single inheritance. 4 Hours. May be repeated up to three times. CS 4850. CS 4700. Game Artificial Intelligence. Provides students with additional opportunities to ask questions and to see sample problems solved in detail. 0 Hours. 2 Hours. 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. The latter part of the course 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). By College; List of Majors; University Programs; College of Arts, Media and Design. Focuses on the creation of believable agents and environments with the goal of providing a fun and engaging experience to a player. Examples of such systems are operating systems, game servers, and Web browsers. Object-Oriented Design. Examines inductive and recursive definitions of structures and functions. Introduces the basic principles and techniques for the design and implementation of efficient algorithms and data representations. Wherever you are on the Khoury undergraduate path, we have advisors, resources, and opportunities to fuel your success and make computer science for everyone. CS 5082. Mathematics of Data Models. Uses a hands-on approach with a substantial term project. 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. CS 5340. 1 Hour. Covers player modeling, procedural content generation, behavior trees, interactive narrative, decision-making systems, cognitive modeling, and path planning. School of Law. Examines syntax trees; static semantics; type checking; typical machine architectures and their software structures; code generation; lexical analysis; and parsing techniques. The Bachelor of Science Program in Computer Engineering is accredited by the Engineering Accreditation Commission of ABET, www.abet.org. NUpath Requirements All undergraduate. The use of computer technology is exploding, driven by applications in wireless communications, multimedia, portable devices, and internet computing. 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. CS 4240. Introduces the basic principles and techniques for the design, analysis, and implementation of efficient algorithms and data representations. Continues CS 2500. CS 3700. 4 Hours. 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. 0 Hours. Integrating Knowledge and Skills Through Experience is satisfied through co-op. 4 Hours. With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives. 4 Hours. Elective focus areas include artificial intelligence, programming languages, database management, security, networks, or software engineering. Examines several important software applications so that students may develop the skills necessary to use computers effectively in their own disciplines. 4 Hours. 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. Introduces information theory and covers the fundamental structures for representing data. Culminates in a project that connects the algorithms and hardware developed in the course with a selected topic in the current robotics research literature. 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