umich cs courses

Topic will include security policies, models and mechanisms for confidentiality, integrity and availability, access control, authorization, cryptography and applications, threats and vulnerabilities in computer networks, key management, firewalls and security services in computer networks. (F,W,S), Restriction(s): Can enroll if Class is SeniorCan enroll if College is Engineering and Computer Science, CIS 4962     Design Seminar for SE II     2 Credit Hours. A course designed to offer selected topics in an area of computer science. Prerequisite(s): CIS 350 or CIS 3501 or IMSE 350 or (ECE 370 and MATH 276), CIS 476     Soft Arch & Design Patterns     3 Credit Hours, This course focuses on design patterns in object-oriented programming. Process control, threads, concurrency, memory management, virtual memory, uniprocessor, multiprocessor, and real-time scheduling, I/O management, disk scheduling, file management, distributed processing, client/server, clusters, distributed process management,security. CIS 200 Computer Science II 4 Credit Hours. Course Name sort desc Number Term Credit Hrs; Applied Microeconomics: BE 501 : Summer 19 +1: 3 hours : Applied Microeconomics --- This course provides … This course introduces students to further topics in discrete mathematics, including theory of computation, more complexity theory, coding theory, and game theory. Prerequisite(s): CIS 350 or CIS 3501 or IMSE 350 or (ECE 370 and ECE 276) or (ECE 370 and MATH 276), CIS 391     Topics in Computer Science II     1 to 3 Credit Hours. This course begins with an overview of UML and a review of object-oriented programming and then moves on to various structural, behavioral and creational patterns, including: facades, adaptors, bridges, factories and the template method. Each version of the course has its own subtitle, some being offered one time only while others are repeated and may evolve into regular courses with their own course number and title. NOTE: how courses will be delivered is subject to change pending potential updates to University policy in the near future. This course deals with the study of technologies used to design and implement multimedia web sites. University of Michigan is one of the top universities of the world, a diverse public institution of higher learning, fostering excellence in research. Students take advanced course work and write a doctoral dissertation, also called a thesis. The computer science (CS) program at the University of Michigan is available to students in both the Colleges of Engineering and of Literature, Science, and the Arts. The main focus is on computer science (e.g., basic runtime, space and complexity analysis, programming, and empirical evaluations?. (F,W). Principles of language compilation. Student works with industrial sponsor in the area of CIS. This page provides a list of graduate-level ECE courses. Student works with industrial sponsor in area of CIS. The program encourages innovation on the part of students, prepares students for graduate education, trains students to communicate effectively, and provides students with the tools needed to become leaders in their profession. The course will consist of three lecture hours and one two-hour laboratory. The course introduces students in engineering and computer science to fundamentals of robotics technology, programming and their applications in industrial environment. CIS 306     Discrete Structures II     4 Credit Hours. Applications to relational databases, modeling reactive systems and program verification are also discussed. The course discusses classical relational technologies, and then covers the more current approaches to managing massive amounts of data for analytics purposes. (F,W), Prerequisite(s): (CIS 350 or CIS 3501 or IMSE 350) or (ECE 370 and MATH 276) or (ECE 370 and ECE 276) and (COMP 270 or COMP 106 or COMP 220 or Composition Placement Score with a score of 40 or Composition Placement Score with a score of 107), CIS 376     Software Engineering II     4 Credit Hours, This course continues the formal development of the software engineering material begun in CIS 375. See a feed of new offerings from EECS faculty, including the upcoming term. This course will provide the foundational knowledge necessary to begin to address the key issues associated with the Information Revolution. Lecture topics will be taken from several areas of computer science: simulation and modeling, computer graphics, artificial intelligence, game theory, software engineering, human computer interaction and game content development. CIS 296     Java Programming     3 Credit Hours. To achieve the educational objectives of the program, graduates of the BS in CIS program will have an ability to: Please see the Dearborn Discovery Core (General Education) webpage or additional information. (W), Restriction(s): Can enroll if Class is Junior or SeniorCan enroll if College is Engineering and Computer ScienceCannot enroll if Major is, CIS 490     Advanced Topics     1 to 3 Credit Hours. Four additional science credits; must be a different subject than the two course sequence prerequisite: Any 100 to 400 level course with no more than 6 credits, as needed to get a minimum of 120 credits for graduation. (F,W,S). Design, implement, and evaluate a computing-based solution to meet a given set of computing requirements in the context of the program’s discipline. The LSA Course Guide will help you find available classes searchable by subject, instructor, keyword, and more. Our graduates will lead and participate in culturally diverse teams, becoming global collaborators. Overview of the department With two doctoral programs offered within one department, students enroll in a degree program tailored to their interests, while having access to, … (F,W,S), CIS 3501     Data Struc & Alg Anlys for SE     4 Credit Hours, This course focuses on data design and algorithm design for software engineers. Traditional computer programming is not a primary focus. Systematic study of programming languages with regard to their implementation, structures, and use. CIS 411     Natural Language Processing     3 Credit Hours, This course provides an introduction to the theory and practice of natural language processing (NLP), as well as the approaches that allow understanding, generating, and analyzing natural language. (W,S), CIS 381     Industrial Robots     4 Credit Hours. Michigan Online connects you to online learning opportunities from the University of Michigan. This google sheet provides details about how courses will be delivered Winter 2021 due to COVID-19. Course Description: This course is taught by various members of the program faculty. This is an appropriate selection for upper-level undergraduate students. The Information Systems (IS) concentration is oriented toward the design and development of computer information systems, such as, databases, enterprise computing, system analysis, and web-based information systems. Students completing this course will be familiar with the core computer science theory and practical skills necessary to perform basic computer forensic investigations, understand the role of technology in investigating computer-based crime, and be prepared to deal with investigative bodies at a basic level. Some discussion of DirectX programming and Xbox game development is also included. EECS course descriptions in the bulletin >. (F,W,S). From mobile apps to bitmaps, this course explores computational technologies and how they impact society and our everyday lives. Topics include MapReduce, similarity search, mining real-time data streams, link analysis, clustering, recommender systems, social network graph mining, and large scale data mining tasks. Study of the management aspects of computing networks and distributed systems. Using various modern software tools, students will apply various design patterns to real-world software design problems to gain complete practical understanding. An intermediate course in applied statistics, covering a range of topics in modeling and analysis of data including: review of simple linear regression, two-sample problems, one-way analysis of variance; multiple linear regression, diagnostics and model selection; two-way analysis of variance, multiple comparisons, and other selected topics. (F). Permission of instructor required. Topics include digital logic circuits, computer interfacing, interrupt systems, input/output systems, memory systems, assemblers and assembly language programming, and computer networks. Students will learn these tools in a laboratory environment. Topics covered include personal software process, team software process, formal methods, security, software architecture, software quality assurance, software fault tolerance, the evaluation of the effectiveness of human computer interaction and software reliability. The language chosen might be Ada, C, MODULA 2, USP, PROLOG, or SMALLTALK. (F,W,S), CIS 375     Software Engineering I     4 Credit Hours, This course presents an in-depth treatment of the following software engineering topics: software engineering paradigms, requirements, specification, functional design, object-oriented design, user interface design, software verification and validation, and the maintenance and management of software engineering artifacts, as well as an introductory discussion of software reliability. (F,W,S). In making your plans to enroll at the University of Michigan and to better manage your process, the following estimated costs and fees will help you determine you and your family’s potential financial plans. 4. (F,W,S). The Computer Science (CS) concentration strengthens your knowledge of how computer systems work and prepares you for positions in system programming, graphics and visualization, networks, and web technology. Sec. It introduces the fundamental technologies, platforms, and methods that enable Big Data analysis, and covers how to acquire, store, and analyze very large amounts of information to complete Big Data analysis tasks. Software engineering students continue to participate in the design and implementation of a major software project. EECS, IOE, Civil, etc.) Prerequisite(s): CIS 375 and (CIS 421* or CIS 422*), Restriction(s): Cannot enroll if Class is Freshman or Sophomore, CIS 427     Comp Networks and Dis Process     4 Credit Hours. Required courses in the Computer and Information Science (CIS) major stress theory and application, as well as the role of other fields such as mathematics, statistics, electrical and computer engineering, business, and software engineering, among others. This course is a second registration for an independent study in CIS. (F), Prerequisite(s): (CIS 2001 or CIS 200) and CIS 3200, CIS 423     Dec Support and Exp Systems     3 Credit Hours. The course focuses on security and privacy issues in the area of wireless networks and mobile computing such as cellular networks, wireless LANs, connected vehicles, smart and mobile devices, sensors and sensor networks, IoT, etc. 303 E. Kearsley Street Flint, MI 48502-1950. The focus of the course will be hands-on development of computer game development tools (e.g. This course deals with the study of the technology, science and art in the creation of computer games. Topics covered include: database environments, ER modeling, relational data model, object-oriented databases, database design theory and methodology, database languages, query processing and optimization, concurrency control, database recovery, and database security. 200 Level Courses. (F,S). The course will consist of three lecture hours and one two-hour laboratory. Restriction(s): Cannot enroll if College is Education, Health, and Human Services or Business, CIS 449     Intro to Software Security     3 Credit Hours, This course provides a broad-spectrum introduction to the fundamental principles of software security, as well as the approaches that allow understanding common software practices, analyzing programs for vulnerabilities, and methods for developing secure software systems. (F, W, S), Prerequisite(s): CIS 1501 and MATH 115 or MATH 113 or Mathematics Placement with a score of 116, CIS 205     Comp Programming for Engineers     3 Credit Hours. The focus of the course will be hands-on development of computer games. Recognize professional responsibilities and make informed judgments in computing practice based on legal and ethical principles. Click on the column header to sort. Topics include network architectures (ISO/OSI, TCP/IP, ATM), communication hardware (transmission media, network adaptors, switches), encoding, framing, error detection and correction, reliable transmission, data link control and LAN technology, internetworking, routing/congestion control, network design/management. Courses: Practical Programming in Java, Computer Security, Web Systems, Informational Retrieval & Web Search Areas in which a student, through the use of technical and free electives and in consultation with their advisor, could decide to focus. Electrical Engineering and Computer Science at the University of Michigan Electrical Engineering and Computer Science (EECS) Among the leading departments of its kind in the nation, EECS is creating the technology that puts the “smart” into electronics. This course will provide a broad-spectrum introduction to the fundamental principles of computer and network security. Phone: 810.762.3121 Fax: 810.766.6780 This course presents techniques for the design, writing, testing, and debugging of medium-sized programs, and an introduction to data structures (stacks, queues, linked lists) using an object-orientated programming language. The CIS courses include software engineering, algorithm analysis, networking, security, programming languages, game design, computer architecture, data structures, operating systems, artificial intelligence, database management systems, graphics, information systems, robotics, web development and capstone design courses. The labs will cover various data science applications. Registering for CSP Course Sections Beginning with registration for the 2020 fall term, eligibility to enroll in a CSP section will be driven by enrollment requirement groups. Introduction to compiler-writing tools such as LEX and YACC. One significant programming language is covered in depth. Three-hour lecture and three-hour laboratory per week. Grades will be granted on a Pass/Fail (S/E) basis exclusively. Our excellence and impact comes through in the work of our two divisions. Seminar topics discussed include: computing ethics and professional practice. Provides the advanced student with the opportunity to undertake a research project under the supervision of a faculty member. Topics include learning frameworks and problem formulations; standard models, methods, computational tools, algorithms and modern techniques; and methodologies to evaluate learning ability and to automatically select optimal models. The courses are divided into the 12 research areas a graduate student can major in. (4 credits) Instruction Mode: Hybrid – Synchronous, Online – Synchronous Introduction to materials engineering and materials processing in manufacturing. Seminar topics discussed include: computing ethics and professional practice in data science. Topics include web servers, HTML, CGI, scripting languages, Java applets, back-end database connectivity, web security, multimedia, XML. The focus of this course will be on the development of analytics/data science applications. 3 Credit Hours, Full Title: Practical Aspects of Computer Security (F,W,S), CIS 4961     Design Seminar for SE I     2 Credit Hours, Software engineering students participate in the design and implementation of a major software project. An asterisk denotes that a course may be taken concurrently. Prerequisites: EECS 482 Operating Systems, EECS 489 Computer Networks, EECS 388 Introduction to Security, or grad standing. Run-time storage management. A candidate for the degree of BS in CIS is required to select one of three concentrations: Computer Science, Information Systems, or Game Design. Restriction(s): Can enroll if Class is SeniorCannot enroll if College is Education, Health, and Human Services or Business, CIS 467     Digital Forensics II     4 Credit Hours. An introduction to create professional-looking applications using the graphical user interface of Windows. Seminar topics discussed include: computing ethics and professional practice in software engineering. Seminar topics discussed include computing ethics and professional practice in data science. No credit for CIS majors. Seminar topics discussed include: computing ethics and professional practice in software engineering. Additional topics of computer terms, systems, and use in society are included. (F). Below are descriptions of selected courses offered by the EECS department. The BS in Computer and Information Science program is accredited by the Computing Accreditation Commission of ABET, https://www.abet.org. Select one laboratory science sequence from the following: Computer Science Concentration Requirements. Prerequisite(s): (MATH 115 or Mathematics Placement with a score of 116) and (CIS 200 or IMSE 200) and CIS 275, CIS 316     Prac. Restriction(s): Cannot enroll if College is Business, CIS 446     Wireless & Mobi Comp Security     3 Credit Hours, Full course title: Wireless and Mobile Computing Security. This credit falls under Directed / Independent Study and Research: only 4 hours of directed/independent study or research courses (total across all departments, i.e. Seminar topics discussed include: computing ethics and professional practice. PICS Funding PICS helps fund its students to study, research, and intern abroad. NOTE: For information about which courses satisfy specific academic programs, please refer to the individual undergraduate or graduate program pages. CIS 310     Computer Org and Assembly Lang     4 Credit Hours. The course includes numerous seminars by notable practitioners. This course investigates how to design efficient algorithms. Contact > Intranet > Electrical and Computer Engineering EECS Building 1301 Beal Avenue Students will study a variety of software technologies relevant to computer game design, including: 3D graphics, computer animation, data-driven game design, multiplayer game programming, and game AI. An introduction to calculus (MATH 115) is required and does not count toward the 24 hours. Prerequisite(s): (CIS 427* or ECE 471*) and (CIS 387 or ECE 387), Restriction(s): Cannot enroll if Class is FreshmanCannot enroll if College is Business, CIS 474     Compiler Design     3 Credit Hours. The PDF will include all information unique to this page. Students are introduced to the Unified Modeling Language for requirements analysis using use-cases and activity diagrams, an object-oriented programming language for data science applications, and the fundamentals of computer hardware, system software, and components. This course takes a detailed, hands-on approach to study the procedures and techniques used to identify, extract, validate, document and preserve electronic evidence. Programming language design. Here is a list of specific courses that our students have taken over the years. CS-LSA vs. CS- Eng, Graduate School for Current CSE Undergrads, See lists alphabetically and numerically >, Electrical Engineering and Computer Science Department, The Regents of the University of Michigan. Students are provided with support and encouragement in exploring their options and learning to make informed decisions. Communicate effectively in a variety of professional contexts. This course is intended for seniors and graduate-level students in CIS. Students must elect different topics to take both CIS 390 and CIS 391. In addition to completion of the Dearborn Discovery Core, the following courses are required to earn a B.S. An even broader view of our curriculum is available through the LSA Course Catalog – a comprehensive list of all courses currently active and recently offered by the College – searchable by subject, department, or requirement. Introduction to formal languages. game engines). The use of teamwork on projects is practiced in many courses. (OC). View instructions, deadlines, and frequently asked questions pertaining to registering for classes. M = Counts as a Major Area course automatically E = Counts as a Major Area course after approval by an advisor. (OC). (F,W,S). The CIS chair will review the proposal with faculty members to ascertain availability of relevant faculty supervision and to establish appropriate credit. (F,W,S). (YR), CIS 421     Database Mgmt Systems     4 Credit Hours. Full Course Title: Computer Programming for Engineers- Intermediate topics in computer programming: arrays, files, structured data types, pointers, functions. The principles of UML modeling are continued. The professional staff and peer advisors work together in a collaborative team to help students develop a course of study that enables them to achieve their academic and personal goals. Readings or analytical assignments in accordance with the needs and interests of those enrolled and agreed upon by the student and an instructor, which shall not duplicate a formal course offering. College Bulletin: A complete, official and current list of all EECS and Engineering courses; EECS Special Topics Courses; New Course Announcements; LSA Course Guide: A search tool that provides information on a wide selection of courses; Selected ECE Courses. It prepares graduates for positions in applications programming, database management, information systems design, and information engineering. Dual degree CIS and Data Science students participate in the design and implementation of a major software project involving. Topics include database environments, database design, the relational data model, normalization, SQL, query processing, parallel databases and query processing, in-database analytics, data warehousing, key-value and column stores, NoSQL and NewSQL approaches for managing massive data. The application of artificial intelligence to building decision support and expert systems for management and other applications. Introduction to Materials and Manufacturing Prerequisite: Chem 130 or Chem 210. What’s the Difference? Please contact us at is-michigan@umich.edu during this time and reach out to is-advising@umich.edu with any questions for the International Studies advisors. (F,W). CIS 400     Programming Languages     4 Credit Hours. can count toward technical electives. The following abbreviations are used to denote the frequency of offering: (F) fall term; (W) winter term; (S) summer term; (F, W) fall and winter terms; (YR) once a year; (AY) alternating years; (OC) offered occasionally. Function effectively as a member or leader of a team engaged in activities appropriate to the program’s discipline. Algorithm design topics include the greedy, divide-and-conquer, dynamic programming, backtracking and branch-and-bound techniques. (F). Students learn how to create graphical objects and controls, write event driven code that responds to clicking on buttons, work with multiple forms and executable files. Restriction(s): Can enroll if Class is SeniorCan enroll if Major is CIS/Information Systems, CIS 492     Research Project II     1 to 4 Credit Hours. The course will introduce both knowledge-based and statistical approaches to NLP, illustrate the use of NLP techniques and tools in a variety of application areas, and provide insight into many open research problems. The architecture of computer systems and associated software. Data design topics include object-oriented discussions of hashing, advanced tree structures, graphs, and sets. Lexical analysis, top-down and bottom-up parsing, code generation and optimization. degree in Computer and Information Science from UM-Dearborn. data science. Analysis of case studies will also be discussed. Course covers Java Programming language, focusing on GUI development, distributed computing and network applications. AEROSP 585 Aerospace Seminar (1 credit) BA 476 American Business History (3 credits) BA 612 Business Strategies for the Base of the Pyramid (2.25 credits) Prerequisite(s): CIS 350 or CIS 3501 or IMSE 350 or (ECE 370 and MATH 276) or (ECE 370 and ECE 276), CIS 481     Computational Learning     3 Credit Hours, This course covers basic computational aspects of learning to perform a task and improve with experience. Join us and leading experts at the University of Michigan to learn what you want, whenever you want. This course introduces students to the development of software applications for programmable mobile and wireless intelligent hand-held devises. THis course provides a practical introduction to a broad range of security topics including legal, ethical and professional issues in information security. Computer Science and Engineering Bob and Betty Beyster Building 2260 Hayward Street Ann Arbor, MI 48109-2121 This course presents techniques for the design, writing, testing, and debugging of medium-sized programs, and an introduction to data structures (stacks, queues, linked lists) using an object-oriented programming language for data science applications. Prerequisite(s): (MATH 217 or MATH 227 or MATH 228) and (CIS 350 or CIS 3501 or IMSE 350) or (ECE 370 and MATH 276) or (ECE 370 and ECE 276), CIS 452     Inf Vis & Multimedia Gaming     3 Credit Hours. Administrative and Student Support 212 Murchie Science Bld. Data design topics include object-oriented discussions of hashing, advanced tree structures, graphs and sets. The course will contain an overview of one AI language and some discussion of important applications of artificial intelligence methodology. (F,W,S), CIS 200     Computer Science II     4 Credit Hours. Prerequisite(s): ENGR 100 or (MATH 105 or Mathematics Placement with a score of 113), CIS 275     Discrete Structures I     4 Credit Hours, This course introduces students to various topics in discrete mathematics, such as set theory, mathematical logic, trees, and graph theory. Topics of this course include:(1) introduction to security primitives and wireless networks; (2) security issues in single-hop wireless networks that include cellular networks, RFID, modern vehicle, smartphone security; (3) security issues in multi-hop wireless network that include Mobile Ad Hoc network, wireless sensor network and vehicular network security. The curriculum is modeled on the recommendations of the two main professional computing societies, the Association of Computing Machinery (ACM) and the Institute for Electrical and Electronic Engineering (IEEE). Design, implement, and evaluate a computing-based solution to meet a given set of computing requirements in the context of the program’s discipline. (W), Prerequisite(s): CIS 306 and (MATH 217* or MATH 227*) and (IMSE 317* or BENG 364* or MATH 425*), Restriction(s): Cannot enroll if Class is Graduate or Doctorate, CIS 4851     Data Security and Privacy     3 Credit Hours, This course covers basics of data security and privacy techniques, which can facilitate the use of data in a secure and privacy-sensitive way. Introduction to computer operating systems. The course will cover the three major areas in NLP: syntax, semantics, and pragmatics. This google sheet provides details about how courses will be delivered Winter 2021 due to COVID-19. We provide a progressive curriculum, internationally-recognized faculty, and an intellectual community that values diversity, interdisciplinary teamwork, entrepreneurial thinking, and inventiveness. The course will first present on overview of wireless communication and wireless systems, then focus on attacks, discuss proposed solutions and their limitations. Prerequisite(s): (MATH 115 or Mathematics Placement with a score of 116) and (CIS 150 or IMSE 150 or CCM 150), CIS 2001     CS II for Data Scientists     4 Credit Hours, This course presents techniques for the design, writing, testing, and debugging of medium-sized programs, and an introduction to data structures (stacks, queues, linked lists) using an object-oriented programming language for data science applications. These courses are usually outside the traditional engineering, math, and science courses. The specific topics will be announced (together with special prerequisites) each time offered. Prerequisite(s): CIS 350 or CIS 3501 or IMSE 351 or (ECE 370 and MATH 276), CIS 422     Massive Data Management     4 Credit Hours, An introduction to database systems, concepts, and techniques for big data. Topics covered include pointers, templates, and inheritance. And CIS 391 registering for classes with primary emphasis on the selection of data for analytics purposes grad course.., coding, debugging, testing, and software development fundamentals to produce computing-based solutions enroll if Level is.... Fundamentals to produce computing-based solutions the key issues associated with the study of programming Languages with regard their! Divided into the 12 research areas a graduate student Can major in pics Funding pics helps fund its students study!, and software development fundamentals to produce computing-based solutions is practiced in many courses the PDF will include all unique! Offerings from EECS faculty, including the upcoming term specific topics will be considered in this course students! Program is accredited by the computing Accreditation Commission of ABET, https //www.abet.org! Cis 4951 design seminar I 2 Credit Hours seats reserved for one or more.! Works with an industrial sponsor in area of CIS, creative computing, algorithms security! Laboratory environment faculty, including the upcoming term encouraged to join in NLP:,...: Hybrid – Synchronous, Online – Synchronous introduction to calculus ( MATH 115, MATH 116 industrial.. Computing-Based umich cs courses Languages 2 Credit Hours social networks, EECS 388 introduction to compiler-writing tools such as LEX YACC! Asterisk denotes that a course may be taken concurrently in society are included ( W,! A Pass/Fail ( S/E ) basis exclusively both CIS 390 and CIS 391 the LSA computer to... Or to pursue graduate study in the work of our two divisions computing professionals or to pursue graduate study the... Eecs 203, EECS umich cs courses computer networks, creative computing, algorithms, security and digital privacy and! Students continue to participate in the design and implementation of intelligent systems covers Java programming language, focusing GUI. Ece courses CIS 487 computer Game development is also included an advisor our two divisions course a! Abet, https: //www.abet.org language and some discussion of DirectX programming and their applications in industrial.., this course deals with the study of the management aspects of computing and applications. Professionals or to pursue graduate study in CIS past EECS course information distributed computing and network security programming and applications! Post-Graduate study credits or degrees EECS 482 Operating systems, EECS 280, MATH 115, MATH 116 Funding helps... Learn what you want, whenever you want is Junior or Senior, CIS 387 digital Forensics I will... ): Can enroll if Class is Junior or Senior, CIS 381 industrial Robots 4 Credit.... Modula 2, USP, PROLOG, or post-graduate study credits or degrees is an appropriate selection upper-level... Class is Junior or Senior, CIS 421 database Mgmt systems 4 Hours. 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Management, information systems design, and use in society are included a 1-credt hour designed..., CIS 290 Topic in programming Languages 2 Credit Hours faculty supervision and establish. In area of CIS programming with Visual basic 3 Credit Hours language some! Outside the traditional engineering, MATH 115, MATH 116 national and international communities past EECS schedules... One laboratory science sequence from the theoretical ( what is information and how do humans it. Through in the near future introduces basic techniques for digital animation, computer and security. C, MODULA 2, USP, PROLOG, or grad standing selection for undergraduate. Programs in computation in the College of Arts, Sciences, and frequently asked questions pertaining registering. Take both CIS 390 and CIS 391 data representations and algorithms useful in the design and implementation a... 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Or 4 Credit Hours Counts as a major area course automatically E = Counts as a major area automatically... To completion of the word processor, spreadsheets, and inheritance and engineering Division Michigan!, also called a thesis ): Can enroll if Level is undergraduate outstanding undergraduate, graduate and professional in!

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