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The latter are evaluated jointly by the supervisor and the reader. The goal of this course is to give students greater design and implementation experience in embedded software development and to teach them how to model, design, verify, and validate safety critical systems in a principled manner. This course will introduce supervised learning (decision trees, logistic regression, support vector machines, Bayesian methods, neural networks and deep learning), unsupervised learning (clustering, dimensionality reduction), and reinforcement learning. Should I start with CIS 1100 or CIS 1200? This Freshman Seminar is designed to be a very introductory exposition about Quantum Computation and Quantum Information Science. Can you verify that a program has correctly computed a function without ever computing the function? Through Rails, we'll ex;ore the "culture" of web programming such as agile methodology, testing, key aspects of software engineering, using web services and APIs, and deploying to the cloud. Areas include DNA sequence alignment, genetic variation and analysis, motif discovery, study design for high-throughput sequencing RNA, and gene expression, single gene and whole-genome analysis, machine learning, and topics in systems biology. CIS2620 Automata, Computability, and Complexity. CIS4600 or CIS5600, and familiarity with computer hardware/systems. Computation and Programming will play an essential role in this course. Senior standing or permission of instructor. movement control, path planning, decision making, etc. The second part of the course addresses the problem of memory management; it will cover topics such as linking, dynamic memory allocation, dynamic address translation, virtual memory, and demand paging. The second part will focus on Rails, the web framework and will include all topics required to develop and deploy production-ready modern web applications with Rails. The course projects require knowledge of C/C++. In addition, emphasis on technical writing and oral communication skills. 229 Towne Building GPT: Origin, Theory, Application, and Future Tianzheng Troy Wang, From Aware to Fair: Tackling Bias in A.I. This class introduces aspiring data science technologists to the spectrum of ethical concerns, focusing on social norms like fairness, transparency and privacy. Dual-degree Lecture # Date Lecture Assignment; 1: Sept 12: Introduction, review of C and . or CIS 5200: Machine Learning: or CIS 5450: Big Data Analytics: ESE 3050: Foundations of Data Science: 1: NETS 1120: Networked Life: 1: NETS 1500: Market and Social Systems on the Internet: 1: NETS 2120: Scalable and Cloud Computing: 1: NETS 3120: Theory of Networks: 1: NETS 4120: Algorithmic Game Theory: 1: CIS 4000: Senior Project: 1: or CIS . The course is comprised of primers, lectures, student presentations and the authoring tool group project. Academic Advisor You will also learn about the broader field of computer science and algorithmic thinking, the fundamental approach that computer scientists take to solving problems. . Familiarity with programming (CIS1200), algorithms (CIS1210), and mathematical foundations (CIS1600). At the end of the first semester, students must submit an intermediate report; if the supervisor and reader accept it, they can enroll in CIS4110. These sample schedules assume no incoming AP course credit. vector matrix math), curves and surfaces, dynamical systems (e.g. The first half of the course will involve fundamentals of mobile app development, where students learn about mobile app lifecycles, event-based programming, efficient resource management, and how to interact with the range of sensors available on modern mobile devices. The purpose of this masters-level course is to teach the design and implementation Of operating systems and operating systems concepts that appear in other advanced systems. CIS 500: Course Homepage - University of Pennsylvania Below you can find a few examples of potential course plans. The PDF will include all information unique to this page. For an overview of the mechanics and deadlines of registering for classes, see this helpful page from the College. Email: ldukes@seas.upenn.edu, Dr. Joseph Devietti Edits and feedback are welcome. Should I start with CIS 1100 or CIS 1200? Many courses have prerequisites, and therefore, the sequence in which courses are taken may be important. In the assignments for this course, students will be able to apply the techniques to actual computer vision problems. Here are some questions you should think about before you start picking specific courses: More about each of these points is below. Throughout the course, students will be working on a web application project of their own choosing. This course focuses on the challenges encountered in building Internet and web systems: scalability, interoperability (of data and code), security and fault tolerance, consistency models, and location of resources, services, and data. Accreditation To earn a Bachelor of Science in Engineering from Penn, you'll draw upon the physical, economic, computer and social sciences, as well as mathematics and engineering. A lighter senior fall is desirable to free up time for job interviews, which often require travel and missing class. A plug-in to standard authoring tools such as Maya or Houdini must also be developed to enable importing of appropriate assets and/or exporting of results. This course surveys a wide range of answers to this question from disciplines ranging from philosophy to neuroscience. Freshman Year Sophomore Year Junior Year Senior Year Built on top of classical theories in multi-variable calculus and linear algebra (as a prerequisite), the lectures in this course will strongly focus on explaining numerical methods for applying these mathematical theories to practical engineering problems. C++ provides programmers with a greater level of control over machine resources and is commonly used in situations where low level access or performance are important. During your first semester you wont just be taking classes, youll also be For important dates such as the first day of classes, Drop/Add, Reading Days, Final Examinations, and breaks, please see the University Academic Calendar. This course will attempt to give students a coherent introduction to this emerging area. CIS 471/571: Computer Organization and Design Spring 2022 Course Information instructor: Joe Devietti when: MW 3:30-5pm where: Stiteler B6 contact: canvas (which has links to Gradescope and Ed Discussions) TAs: Neehal Hussain Elijah Magerman Amelia Rosenbaum Lindsay Smith Matthew Tang Zhiyao Tang Alexandra Tanner office hours The course will include other advanced topics, time permitting. Prerequisite: A maximum of 2 c.u. that give you depth, and, as a first-year, you will not have the necessary prerequisites. C fluency. In this course, students will be introduced to the IPython programming environment. Prerequisite: (CIS5450 OR CIS5190) AND (CIS5050 or CIS5410). Undergraduate Research Significant coverage of state-of-the-art biomedical research and clinical applications will be incorporated to reinforce the theoretical basis of the analysis methods. No prior experience with Python is needed but we require knowledge of data structures, linear algebra, and basic probability. degree requirements. This can be a good idea if a) you love Continuation of CIS4000. Specifically: - Assignments involve programming in C/C++ in the LLVM compiler infrastructure. These sample schedules assume no incoming AP course credit. Briefly, if you have little or no prior programming experience, you should start with CIS 1100formerly CIS 110. Time and space complexity, hierarchy theorems, the complexity classes P, NP, PSPACE, L, NL, and co-NL. Computer and Cognitive Science The Senior Thesis program is selective, and students are generally expected to have a GPA is in the top 10-20% to qualify. Independent Study/Thesis Sections. Haskell is a high-level, purely functional programming language with a strong static type system and elegant mathematical underpinnings. This course provides an introduction to the broad field of database and information systems, covering a variety of topics relating to structured data, ranging from data modeling to logical foundations and popular languages, to system implementations. Fall Course Schedule Spring Course Schedule Summer Course Schedule CIS 4980/ EAS 4990 Rules and Principles: Spring 2023 Fall 2023 These instructions for CIS 4980/EAS 4990 are a modification of the original guidelines created by Professor Max Mintz. This course will examine the expressive power of various logical languages over the class of finite structures. 'Supplemental' means just for fun; not graded, not on exam. This course is an introduction to cryptography, both theory and applications, intended for advanced undergraduates and graduate students. Basic knowledge of algorithms, data structures, automata theory, propositional logic, operating systems, communication protocols, and hardware (CIS2620, CIS3800, or permission of the instructor). Using 3D interactive implementations, it covers fundamental topics such as mesh data structures, transformation sequences, rendering algorithms, and curve interpolation for animation. Students are expected to have a basic understanding of computer architecture and graphics, and should be proficient in OpenGL and C/C++. The latter are evaluated jointly by the supervisor and the reader. This semester's project will be a peer-to-peer implementation of a Googe-style search engine, including distributed, scalable crawling; indexing with ranking; and even PageRank. After these three major topics, the class will conclude with specialized topics such as virtual machines and case studies of different operating systems (e.g. In this course, we will cover what makes Go so unique and apply it to practical, real world situations. vector matrix math), curves and surfaces, dynamical systems (e.g. This schedule is tentative and likely to be revised. Discrete Mathematics, Automata theory or Algorithms at the undergraduate level. Python is an elegant, concise, and powerful language that is useful for tasks large and small. This course will focus on research topics in computer architecture, and include reading and presenting research papers and an optional project. Core Requirements (10 c.u.) University of Pennsylvania. This course develops students problem solving skills using techniques that they have learned during their CS training. Chatbot: Design, Architecture and Applications, Global Governance in the Age of Artificial Intelligence: The Impact of AI/ML on Human Rights, Algorithmic Fairness in a Technology-Based World, Gender Bias in Neural Machine Translation. We will study the theory of relational and XML data design; the basics of query languages; efficient storage of data, execution of queries and query optimization; transactions and updates; web-database development; and "big data" and NoSQL systems. Prerequisite: Mathematics through multivariate calculus (MATH2410), programming experience, as well as some familiarity with linear algebra, basic physics, and statistics. The aim of the course will be to allow you to use Haskell to easily and conveniently write practical programs. Can you check if two large documents are identical by examining a small number of bits? How do millions of transistors come together to form a complete computing system? So, if you have decided to take CIS 1200formerly CIS 120 in your first semester, you should also take CIS 1600formerly CIS 160, otherwise you will not be able to move Other topics include: static scheduling, VLIW and EPIC, software speculation, long (SIMD) and short (multimedia) vector execution, multithreading, and an introduction to shared memory multiprocessors. A large project introducing students to the challenges of software engineering concludes the course. There is an additional CIS Elective required to take the place of CIS 1100formerly CIS 110 (we put it in sophomore fall, but it could go many other places, too). Equipped with this knowledge, students will learn how to conduct informed analysis of the usefulness of predictive systems; they will audit for ethical concerns papers from the contemporary top artificial intelligence venues and the ongoing senior design projects. - Lectures and exams presume knowledge of search and graph algorithms, and background in logic and probability. The intent of the course is to provide the student with a solid technical foundation for developing, animating and controlling articulated systems used in interactive computer games, virtual reality simulations and high-end animation applications. Prerequisite: Undergraduate-level knowledge of Operating Systems and Networking, programming experience. We hope these sample schedules will be a starting point for you to plan your own 4-year journey through the degree. This article discusses how to decide which classes to take in your first year in CIS. This introductory course will present basic principles of robotics with an emphasis to computer science aspects. For master's students studying a specific advanced subject area in computer and information science. Students are also introduced to two programming languages widely used in the computer graphics industry: C++ and GLSL. At the end of the first semester, students are required to submit an intermediate report and give a class presentation describing their project and progress. The course covers four major areas: fundamentals of cryptography, security for communication protocols, security for operating systems and mobile programs, and security for electronic commerce. 1 Course Unit CIS 1050 Computational Data Exploration The primary goal of this course is to introduce computational methods of interacting with data. This course will also explore various approaches to object recognition that make use of geometric techniques, these would include alignment based methods and techniques that exploit geometric invariants. If you are very adept at Physics, you should consider the honors versions. This course is designed to provide a comprehensive overview to computer graphics techniques in 3D modeling, image synthesis, and rendering. Minor in CS PHYS 0151formerly PHYS 151 and PHYS 0141formerly PHYS 141 are the same but the former includes a lab. So it may be a better idea to focus on your MATH and CIS courses initially. This course provides an introduction to fundamental concepts in the design and implementation of networked systems, their protocols, and applications. The course will include dynamic programming, flows and combinatorial optimization algorithms, linear programming, randomization and a brief introduction to intractability and approximation algorithms. Computer Engineering is a natural path for students interested in embedded and real-time systems, consumer electronics, or computer system design (architecture, operating systems, distributed systems, compilation and electronic design automation). Project: NETS 2120, CIS 3410, CIS 3500, CIS 4410, CIS 5410, CIS 4500, CIS 5500, CIS 4550, CIS 5550, CIS 4600, CIS 5600, CIS 5050, CIS 5530, ESE 3500; The same course can count towards multiple lists, e.g., NETS 2120 and CIS 5450 together satisfy all five lists. The Independent Study may also be used by doctoral students to explore research options with faculty, prior to determining a thesis topic. This means that, if you do take CIS 1200formerly CIS 120 and CIS 1600formerly CIS 160, you should not take too still be adjusting to life at Penn, and because you are still learning how to calibrate the difficulty of college classes. Additionally, the course will discuss evaluation methodology and recent applications of machine learning, including large scale learning for big data and network analysis. Database constraint logics, temporal logics and description logics are successful compromises in this conflict: (1) they are expressive enough for practical specifications in certain areas, and (2) there exist interesting algorithms for the automated use of these specifications. Prerequisite: BIOL4210 OR BIOL5210 OR BIOL5240, CIS5360 Fundamentals of Computational Biology. One time course offerings of special interest. The course projects are implemented using OCaml, but no knowledge of OCaml is assumed. We will also discuss specific practices that could help researchers clarify exactly what they mean when they claim to have "explained" something, and how adoption of such practices may help social science be more useful and relevant to society. 2nd order mass-spring-damper systems) and 3D computer graphics has also been assumed in the preparation of the course materials. Any undergraduate networking courses are suggested but not required as this course covers necessary networking topics. Elementary probability, calculus, and linear algebra. Prerequisite: Students should have a good knowledge of object-oriented programming (C++) and basic familiarity with linear algebra and physics. In part 1 of the course we will examine how, in practice, researchers invoke at least three logically and conceptually distinct meanings of "explanation:" identification of causal mechanisms; ability to predict (account for variance in) some outcome; and ability to make subjective sense of something. Prerequisite: CIS1200 AND CIS1210 AND CIS2400. may have had more mathematical background. Schedule - University of Pennsylvania This course covers the fundamentals of advanced quantitative image analysis that apply to all of the major and emerging modalities in biological/biomaterials imaging and in vivo biomedical imaging. The course divides into three major sections. As a side-effect of the material of this course you will learn about some aspects of large-scale software development assimilating large APIs. Summer Prerequisite: A working knowledge of C++ programming is required (one year programming experience in general). The course will include a series of projects that implements life-critical embedded systems (e.g., pacemaker, infusion pumps, closed-loop medical devices). Students will learn the principles, methods, and techniques for building life-critical embedded systems, ranging from requirements and models to design, analysis, optimization, implementation, and validation. The PDF will include all information unique to this page. Prerequisite: Previous expoure to majr concepts in linear algebra (i.e. It is often recommended that you take a natural science course during your first semester - typically PHYS 0150formerly PHYS 150, which is This course focuses on programming the essential mathematical and geometric concepts underlying modern computer graphics. New York Alumni | College Houses & Academic Services Several of the methods described are not globally conver- The world is becoming image-centric. This course covers core subject matter common to the fields of robotics, character animation and embodied intelligent agents. a NETS student). (Note that not all CIS/NETS courses are engineering courses, please see the SEAS Undergraduate Handbook.) The main topics covered are as follows: process synchronization; interprocess communication; concurrent/distributed programming languages; resource allocation and deadlock; virtual memory; protection and security; distributed operation; distributed data; performance evalaution. There is no credit or grade for CIS9950. from the more conversation-oriented classes you took in high school. If you have never programmed before, you should take CIS1100 first. Along the way, we study objects and inheritance, first-class functions (closures), data representation and runtime-support issues such as garbage collection. The topics will include: Particle Systems, Mass spring systems, Deformable Solids & Fracture, Cloth, Explosions & Fire, Smoke, Fluids, Deformable active characters, Simulation and control of rigid bodies, Rigid body dynamics, Collision detection and handling, Simulation of articulated characters, Simulated characters in games. As an Ivy League institution, and the first university in the nation, The University of Pennsylvania ensures its students a transformative experience. We have scheduled these lighter semesters deliberately. This course provides an overview of the field of natural language processing. Note also that PHYS 0150formerly PHYS 150 has MATH 1400formerly MATH 104 as a co-requisite (you need to have already taken MATH 1400formerly MATH 104 or otherwise gotten credit for it, or you need to take MATH 1400formerly MATH 104 at the same time as PHYS 0150formerly PHYS 150). CIS4360 Introduction to Computational Biology & Biological Modeling. How do you route data in a network? If you have AP The course balances theory with practice by "looking under the hood" of current animation systems and authoring tools and exams the technologies and techniques used from both a computer science and engineering perspective. Computer scientists and engineers have revolutionized society and created the computer and telecommunications industries that are so important to human life and the world's economy. an entire article of its own. This course assumes experience equivalent to CIS2400 (Introduction to Computer Systems). Office: 308 Levine Grades are based on the quality of the research itself (which should ideally be published or at least of publishable quality), as well as on the quality of the thesis and the oral presentation. The purpose of this course is to present some of the advanced geometric methods used in geometric modeling, computer graphics, computer vision, etc. This course is focused on principles underlying design and analysis of computational elements that interact with the physical environment. Schedule CIS 341 2022 - University of Pennsylvania Evaluation is based on selecting an interesting topic, completing appropriate research on the state of the art in that area, communicating your objectives i writing and in presentations, accurately estimating what resources will be reqto complete your chosen task, coding necessary functionality, and executing your plan. A CIS Elective is a CIS or NETS engineering course numbered 1000 or above or ESE 3500 Embedded Systems/Microcontroller Laboratory. In this course, we'll explore how researchers and organizations like Microsoft, Google, and NASA are solving these hard problems, and we'll get to use some of the tools they've built! Equivalent to CIS seminar course. PDF Graphical Models for Game Theory - University of Pennsylvania Finally, senior spring is an easy semester as a concession to so-called senioritis, though you might prefer to take a 5th class in senior spring to lighten your load elsewhere. Hollow arrows indicate co-requisites, e.g., PHYS 0150formerly PHYS 150 requires that you have already taken MATH 1400formerly MATH 104 or that you take it in the same semester. The course assumes mathematical and programming experience equivalent to CIS1600 and CIS1210. Prerequisite: Data Structures and Algorithms at the undergraduate level. The course will require a significant term project in connected health or connected automotive domains. Enrollment for students participating in Teaching Practicum. Grades are based on technical writing skills (as per submitted report), oral presentation skills (as per class presentation) and progress on the project. Africa; Americas; Asia; Business; Europe; Front Page; Middle East; Movie Reviews; National News; Science; Week in Review Computer Science, BAS < University of Pennsylvania CIS6300 Advanced Topics in Natural Language Processing. If you have sufficient experience in Calculus, you could take, If you love mathematical analysis and are good at it, you could take the honors section of. This course will introduce the fundamental concepts and algorithms that enable computers to learn from experience, with an emphasis on their practical application to real problems. Go is simple, fast and is continuing to rapidly grow in industry. Topics: Models and semantics of reactive systems; Verification algorithms; Verification techniques. This makes electrical engineering one of the broadest forms of engineering, resulting in a multitude of possible careers. Edits and feedback are welcome. In particular, emphasis will be given to biological problem modeling and understanding the algorithms and mathematical procedures at the "pencil and paper" level. Fall The course will strive to focus on a small set of approaches to gain both theoretical and practical understanding of the methods. CIS6400 Advance Topics in Software Systems: Data Driven IoT/Edge Computing. The course covers a diverse set of fundamental building blocks from linguistics, machine learning, algorithms, data structures , and formal language theory, along with their application to a real and difficult problem in artificial intelligence. Prerequisite: CIS1200 or previous programming experience. FAQ, Katie Knorr No programming knowledge is required. optimization, simulation, etc. Associate Director CIS6700 Advanced Topics in Programming Languages. CIS1250 is focused on developing an understanding of existing and emerging technologies, along with the political, societal and economic impacts of those technologies. In part 2 we will examine how and when these different meanings are invoked across a variety of domains, focusing on social science, history, business, and machine learning, and will explore how conflation of these distinct concepts may have created confusion about the goals of science and how we evaluate its progress. Undergraduate Curriculum Chair Prerequisite: (CIS4600 OR CIS4620 OR CIS5600 OR CIS5620), CIS5710 Computer Organization and Design. Lecture and homework dates subject to change. Basic cache coherence and synchronization. We will explore the joys of functional programming, using Haskell as a vehicle. Please note: Due to NGSS changes to course numbering in March 2022, this page has been updated to reflect the new 4-digit course numbers. This bottom-up course begins with transistors and simple computer hardware structures, continues with low-level programming using primitive machine instructions, and finishes with an introduction to the C programming language. We strongly recommend that you take at least one CIS course in your first semester, so you can get started on your major However, the question which one to take is tricky enough that it has Electrical engineers apply physics and chemistry in modern nanotechnology devices, encode and manipulate information in circuits and networks, and mathematically understand and reason with large amounts of data in real time. This project-oriented course is centered around application development on current Android mobile platforms. The students will be expected to use the Maple programming environment in homework exercises which will include: numerical and symbolic computations, simulations, and graphical displays. CIS 3800formerly CIS 380 is also typically a fall-only course, and CIS 4710formerly CIS 471 a spring-only course. Solid arrows indicate course pre-requisites, e.g., CIS 1200formerly CIS 120 requires CIS 1100formerly CIS 110. The intent of the course is to provide the student with a solid technical foundation for developing, animating and controlling articulated systems used in interactive computer game virtual reality simulations and high-end animation applications. That is, practical implementation of the algorithms is not taught but principles of the algorithms are covered using small sized examples.