A deficient grade in DATAC8\COMPSCIC8\INFOC8\STATC8 may be removed by taking COMPSCI 8, COMPSCI 8, or DATA 8. Microfabrication Technology: Read More [+], Microfabrication Technology: Read Less [-], Terms offered: Fall 2015, Fall 2014, Fall 2013 Self-paced course in the C programming language for students who already know how to program. active perception guided manipulation, as well as the manipulation of non-rigid objects. The curriculum is tailor-made to the skills of each individual student so beginner, intermediate, and advanced students are all welcome. Intended for students in the lower division. Seeengineering.berkeley.edu/hssfor complete details and a list of approved courses. Alternative to final exam. Concepts will include the review at an advanced level of robot control, the kinematics, dynamics and control of multi-fingered hands, grasping and manipulation of objects, mobile robots: including non-holonomic motion planning and control, path planning, Simultaneous Localization And Mapping (SLAM), and active vision. Loading and linking, libraries. More about Double Majors & Simultaneous Degrees or Change of Majoror Change of College. Random vectors. A minimum grade point average (GPA) of 2.0 is required for courses used to fulfill the minor requirements. Directed Group Studies for Advanced Undergraduates: Terms offered: Fall 2021, Spring 2020, Fall 2018, Terms offered: Fall 2022, Fall 2021, Fall 2017, What Electrical Engineers Do--Feedback from Recent Graduates. If the semester before EGT is fall or spring, the deadline is the last day of RRR week. Introductory Microcomputer Interfacing Laboratory: Terms offered: Spring 2015, Spring 2014, Spring 2013, Spring 2012. , and statistical interpretation of results. Circuit components include anti-aliasing filters, the S/H amplifier, A/D and D/A converters. This policy will not impact continuing students who first enrolled fall 2022 or earlier. The courses are aimed at entering students as well as non-majors seeking a broad foundation for the field. CS advisors will sign the aforementioned forms when your online application is reviewed. Polynomial-time equivalence of all reasonable models of computation. For more detailed information regarding the courses listed below (e.g., elective information, GPA requirements, etc. Designing, Visualizing and Understanding Deep Neural Networks: Read Less [-], Terms offered: Spring 2023, Spring 2022, Spring 2021 An ability to apply knowledge of computing and mathematics appropriate to the programs student outcomes and to the discipline. Deep Networks have revolutionized computer vision, language technology, robotics and control. Excursions at UC Berkeley - Last year, students got the opportunity to visit technology companies such as Thunkable and Google Geo Education. Explore what interests you in these small, interactive courses taught by world-class Berkeley faculty. Principles & Techniques of Data Science: Read More [+], Prerequisites: COMPSCIC8 / DATAC8 / INFOC8 / STATC8 with a C- or better, or Pass; and COMPSCI61A, COMPSCI/DATA C88C, or ENGIN7 with a C- or better, or Pass; Corequisite: MATH54, 56 or EECS16A (C- or better, or Pass, required if completed prior to Data C100). Feedback Control Systems: Read More [+], Prerequisites: EECS16A or MECENG100; MECENG132 or ELENG120, Terms offered: Fall 2023, Spring 2023, Fall 2022 Conceptual models and interface metaphors. Computer Security: Read More [+], Prerequisites: COMPSCI61C; and COMPSCI70 or MATH55, Terms offered: Fall 2023, Spring 2023, Fall 2022 Berkeley emphasizes the science of computer science, which means much more than just computer programming. The courses are aimed at entering students as well as non-majors seeking a broad introduction to the field. Microelectronic Devices and Circuits: Read Less [-], Terms offered: Fall 2017, Fall 2016, Fall 2015 For more information regarding this program, please clickhere. Satisfactory progress is determined by the student's Engineering Student Services Advisor. Foundations of Data Science: Read More [+], Prerequisites: This course may be taken on its own, but students are encouraged to take it concurrently with a data science connector course (numbered 88 in a range of departments). Thesis work under the supervision of a faculty member. The following majors in L&S share lower division technical prerequisites and/or some of the upper division CS courses toward major requirements: Students can apply to the major during the semester in which the final technical prerequisites are being completed. Terms offered: Spring 2019, Fall 2018, Spring 2018 Logic, infinity, and induction; applications include undecidability and stable marriage problem. Enrollment limits are set by the faculty, but the suggested limit is 25. CS Transfer Prerequisites & Sample Programs, You can contact us at: cs-advising@cs.berkeley.edu, Current students can also search/post questions on the EECS 101 edstem, Students entering UC Berkeley in fall 2015 or later must complete CS 61A, CS 61B, and CS 70 with a minimum cumulative GPA of 3.30 in those 3 courses in order to apply to the major.*. University of California, Berkeley Berkeley , California , United States 4th (BCR) World ranking 4.8 (22) Read 21 reviews Minor programs are areas of concentration requiring fewer courses than an undergraduate major. Junior transfer applicants should use www.assist.org to determine the courses necessary for transferring to UC Berkeley. Students must complete a minimum of 20 units of upper division EECS courses. Honors students pursue undergraduate research and select an academic concentration outside of EECS. Courses marked with an asterisk fulfill both a humanities/social science requirement and the EECS ethics/social implication of technology requirement. This is not a concurrent degree program. Course Objectives: Electronics has become a powerful and ubiquitous technology supporting solutions to a wide range of applications in fields ranging from science, engineering, healthcare, environmental monitoring, transportation, to entertainment. Freshman/Sophomore Seminar: Read More [+], Terms offered: Fall 2010, Fall 2009 The remaining courses may be taken at any time during the program. However, careful planning during the undergraduate program allows motivated students to begin a research project and complete some master's course requirements while still in undergraduate standing. Recursion; higher-order functions; list processing; implementation of rule-based querying. The American History and Institutions (AH&I) requirements are based on the principle that a US resident graduated from an American university should have an understanding of the history and governmental institutions of the United States. Database system implementation to be done as term project. B.S. in Computer Science Degree - Computer Science | University of Introduction to the Java programming language. You may work for a Fortune 500 company, a small Silicon Valley start-up, or choose to be self-employed! This course covers the fundamental circuit and device concepts needed to understand analog integrated circuits. for UC Berkeley students only) Required Tests: GRE . Device design and mask layout, relation between physical structure and electrical/mechanical performance. Data Science Curriculum | UC Berkeley Online - UCB-UMT Credit Restrictions: Students will receive no credit for COMPSCI47C after completing COMPSCI61C, or COMPSCI61CL. Algorithms and probabilistic models that arise in various computational biology applications: suffix trees, suffix arrays, pattern matching, repeat finding, sequence alignment, phylogenetics, genome rearrangements, hidden Markov models, gene finding, motif finding, stochastic context free grammars, RNA secondary structure. This course allows students who have had a discrete math and/or probability course to complete the work in CS70. Algorithms for clipping, hidden surface removal, rasterization, and anti-aliasing. Software Engineering Team Project: Read More [+]. Understanding deep networks. Course Objectives: The Verilog hardware description language is introduced and used. (a friendly graphical language) and Python, and will design and implement two projects of their choice. A total of four units must be taken. Basic optical devices and the human eye. Info 159 and STAT/DATA/CS C100 are the only non CS/EE/EECS titled classes that may be used to fulfill this requirement. Note that no more than two graduate level courses (courses numbered 200-294) can be used to fulfill requirements for your B.S. Undeclared students should apply to declare their majors by the end of their sophomore year or during the first semester of their junior year. Designing, Visualizing and Understanding Deep Neural Networks: coordinates, projective and perspective transformations. Note that students wishing to studycomputer scienceat UC Berkeley have two different major options: The EECS major leads to the Bachelor of Science (BS), while the the College of Letters & Sciences offers a Bachelor of Arts(BA) degree. Please visit the CS advising pagefor more information. Our hours are 10 am - 12 pm and 1 pm - 4 pm Monday through Friday. Fall and/or spring: 15 weeks - 3 hours of lecture and 2 hours of laboratory per week, Summer: 8 weeks - 6 hours of lecture and 4 hours of laboratory per week, Subject/Course Level: Computer Science/Undergraduate, Formerly known as: Computer Science C8/Statistics C8/Information C8, Foundations of Data Science: Read Less [-], Terms offered: Fall 2018, Spring 2018, Fall 2017 Pipelined computer organization. Heaps. Random vectors. way that deepens mathematical maturity, and in both labs and homework, students will engage computationally, physically, and visually with the concepts being introduced in addition to traditional paper exercises. An ability to configure, apply test conditions, and evaluate outcomes of experimental systems. Overview of run-time organization and error handling. Please note that students in the College of Engineering are required to receive additional permission from the College as well as the EECS department for the course to count in place of COMPSCI61B. A deficient grade in Computer Science W61A may be removed by taking Computer Science 61A. Chip-level assembly is covered, instantiation of custom IP blocks: I/O pads, memories, PLLs, etc. These seminars are offered in all campus departments; topics vary from department to department and from semester to semester. Course does not count toward major requirements, but will be counted in the cumulative units toward graduation. Introduction to Digital Design and Integrated Circuits: Application Specific Integrated Circuits Laboratory. Students will learn how to work with nontechnical customers and convert customer requirements into a software plan that can be effort-estimated, built, and deployed to the public cloud, including the use of behavior-driven design, user stories, and velocity; For further information regarding this program, please see the Five-Year BS/MS tab on this page or theDepartment's website. Represent information with voltage, current, power, and energy and how to measure these quantities with laboratory equipment, In addition to upper division EECS courses, the following courses can count toward the 20 units of upper division EECS: INFO159, INFO213,COMPSCI270, COMPSCIC280, COMPSCI285, COMPSCI288,ELENG229A, COMPSCI 294-84 (Interactive Device Design), COMPSCI 294-129 (Designing, Visualizing and Understanding Deep Neural Networks). A minimum of four units must be taken; the units may be distributed between one and two semesters in any way. Course Objectives: Students will work in a team to develop new software or enhance existing software for a customer with a real business need. Introduction to Digital Communication Systems, Terms offered: Spring 2016, Fall 2014, Fall 2013. Single and multiple stage transistor amplifiers. In addition, students receive a special faculty adviser, engage in research, receive official notation of the honors degree on their Berkeley transcript, and are invited to special events with faculty and EECS honors alumni. This course is an introduction to the Internet architecture. These seminars are offered in all campus departments; topics vary from department to department and from semester to semester. Home | Cognitive Science - University of California, Berkeley Analysis of user study data. Mechatronic Design Laboratory: Read More [+], Prerequisites: EECS16A, EECS16B, COMPSCI61A, COMPSCI61B, COMPSCI61C, and ELENG120, Fall and/or spring: 15 weeks - 1.5 hours of lecture and 10 hours of laboratory per week, Mechatronic Design Laboratory: Read Less [-], Terms offered: Fall 2023, Fall 2022, Spring 2021 Streams and iterators. A maximum of 4 units of physical education from any school attended will count towards the 120 units. Terms offered: Spring 2023, Spring 2022, Spring 2021, Spring 2020, Spring 2019. robot control, the kinematics, dynamics and control of multi-fingered hands, grasping and manipulation of objects, mobile robots: including non-holonomic motion planning and control, path planning, Simultaneous Localization And Mapping (SLAM), and active vision. Central limit theorem. Applets; variables and computation; events and flow of control; classes and objects; inheritance; GUI elements; applications; arrays, strings, files, and linked structures; exceptions; threads. Laboratory assignments and a class project will expose students to state-of-the-art tools. Introduction to Embedded and Cyber Physical Systems: Read More [+]. Formerly known as: Electrical Engineering 127, Optimization Models in Engineering: Read Less [-], Terms offered: Fall 2023, Fall 2022, Fall 2021 For further information, please see theCollege of Engineering's website. Open-ended design project enhancing or creating software for real customers in an agile team setting. Senior Honors Thesis Research: Read More [+]. The course has a strong laboratory component, with emphasis on a semester-long sequence of projects. The topics include graph theory, Markov chains, queuing, optimization techniques, the physical and link layers, switching, transport, cellular networks and Wi-Fi. Designing Information Devices and Systems I: Designing Information Devices and Systems II. If you believe the course(s) to be equivalent to a UC Berkeley upper-division computer science or electrical engineering course, contact the current faculty of the corresponding UC Berkeley EECS course. This is not a concurrent degree program. Grading/Final exam status: Letter grade. The 20 units of upper division EECS courses cannot include any course taken on a P/NP basis, COMPSCI H196A, COMPSCI H196B, ELENG H196A, or ELENG H196B. A minimum GPA of 2.0 is required for all technical courses taken in satisfaction of major requirements. Field Study: Read More [+], Terms offered: Fall 2023, Spring 2023, Fall 2022 This is a lab course that covers the design of modern Application-Specific Integrated Circuits (ASICs). Students in the College of Engineering must enroll in a full-time program and make normal progress each semester toward their declared major. Develop your passion and skills for research! Credit Restrictions: Students will receive no credit for 195 after taking C195/Interdisciplinary Field Study C155 or H195. More abstract issues in query languages and data modeling students are exposed to formal relational languages, SQL, full-text search, entity-relationship modeling, normalization, and physical database design. The design is mapped to simulation and layout specification. Theory of NP-completeness: Cook's theorem, NP-completeness of basic problems. We offer both in-person and virtual drop-in advising to current students. Completion of work in Electrical Engineering 16B: Read More [+], Prerequisites: MATH1A, MATH1B, and COMPSCI61A; and EECS16A, EECS47D, or MATH54; college level courses in linear algebra and/or circuit theory, and consent of the instructor, Fall and/or spring: 15 weeks - 3-8 hours of self-paced per week, Summer: 8 weeks - 6-16 hours of self-paced per week, Completion of work in Electrical Engineering 16B: Read Less [-], Terms offered: Prior to 2007 CS Scholars Seminar: The Educational Climate in CS & CS61A technical discussions: Read Less [-], Terms offered: Fall 2023, Spring 2022, Spring 2019 Engage and ignite your mind! Throughout, we will emphasize design and human-robot interactions, and applications to applications in manufacturing, service robotics, tele-surgery, and locomotion. Degree Requirements | Cognitive Science - University of California Modular arithmetic and GCDs; applications include primality testing and cryptography. Freshman/Sophomore Seminar: Read More [+], Terms offered: Fall 2023, Spring 2023, Fall 2022 Beautiful applications that have changed the world. These seminars are offered in all campus departments; topics vary from department to department and from semester to semester. Fall and/or spring: 15 weeks - 2-4 hours of seminar per week. We welcome interest in our graduate-level Information classes from current UC Berkeley graduate and undergraduate students and community members. Supervised Independent Study: Read Less [-], Terms offered: Fall 2022, Fall 2021, Fall 2017 Terms offered: Spring 2019, Fall 2018, Spring 2018 Students will be subject to dismissal from the University if during any fall or spring semester their overall UC GPA falls below a 2.00, or their semester GPA is less than 2.00. Tradeoffs involved in fundamental architectural design decisions. Individual Study and Research for Undergraduates: Read More [+], Prerequisites: Freshman or sophomore standing and consent of instructor. Function-oriented and object-oriented modular design techniques, designing for re-use and maintainability. To earn a Bachelor of Science in Engineering, students must complete at least 120 semester units of courses subject to certain guidelines: Passed (P) grades may account for no more than one third of the total units completed at UC Berkeley, Fall Program for Freshmen (FPF), UC Education Abroad Program (UCEAP), or UC Berkeley Washington Program (UCDC) toward the 120 overall minimum unit requirement. More information about signing up for classes. Productive Use of the UNIX Environment: Read More [+], Prerequisites: Programming experience similar to that gained in COMPSCI61A or ENGIN7; DOS or UNIX experience, Productive Use of the UNIX Environment: Read Less [-], Terms offered: Spring 2019, Fall 2018, Spring 2018 An understanding of the norms of expected behavior in engineering practice and their underlying ethical foundations. Student Learning Outcomes: Deploy electronic sensors and interface them to microcontrollers through digital and analog channels as well as common protocols (I2C, SPI), . Law of large numbers. Credit Restrictions: Students will receive no credit for DATAC88C after completing COMPSCI61A. Efficient Algorithms and Intractable Problems: Read More [+], Prerequisites: COMPSCI61B and COMPSCI70, Instructors: Demmel, Papadimitriou, Rao, Wagner, Vazirani, Efficient Algorithms and Intractable Problems: Read Less [-], Terms offered: Spring 2021 For a detailed plan of study by year and semester, please see the Plan of Study tab. Our goal is to prepare students both for a possible research career and long-term technical leadership in industry. Prospective undergraduates to the College of Engineering apply to a specific major within the college. International. Polynomials; examples include error correcting codes and interpolation. To this end, we endeavor to provide Cal students with high-quality, culturally responsive, and equitable services to bolster their confidence and ability to master science coursework. Topics may include supervised methods for regression and classication (linear models, trees, neural networks, ensemble methods, instance-based methods); generative and discriminative probabilistic models; Bayesian parametric learning; density estimation and clustering; Bayesian networks; time series models; dimensionality reduction; programming projects covering a variety of real-world applications. Microelectronic Devices and Circuits: Read More [+]. This course focuses on the fundamentals of the wired and wireless communication networks. Fall and/or spring: 15 weeks - 2 hours of lecture, 1 hour of discussion, and 4 hours of laboratory per week, Summer: 8 weeks - 4 hours of lecture, 2 hours of discussion, and 8 hours of laboratory per week, The Beauty and Joy of Computing: Read Less [-], Terms offered: Fall 2012 Terms offered: Spring 2023, Spring 2022, Spring 2021, Terms offered: Summer 2023 8 Week Session, Spring 2023, Summer 2022 8 Week Session. Topics include search, game playing, knowledge representation, inference, planning, reasoning under uncertainty, machine learning, robotics, perception, and language understanding. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership. Great Ideas of Computer Architecture (Machine Structures): Read Less [-], Terms offered: Fall 2009, Spring 2009, Fall 2008 comparators. Credit Restrictions: Students will receive no credit for Comp Sci 184 after taking Comp Sci 284A. Topics will vary semester to semester. degree. Select a minimum of 20 units of upper division EECS courses. Final exam required. Specification and documentation. We are here to help you from the time you are admitted until you complete your graduate program. BlueSky Thinking Ranking of Computer Science Rankings 2023 - Forbes Every semester students are expected to make satisfactory progress in their declared major. Concept and basic techniques in the design and analysis of algorithms; models of computation; lower bounds; algorithms for optimum search trees, balanced trees and UNION-FIND algorithms; numerical and algebraic algorithms; combinatorial algorithms. Researchers may be professors at universities like UC Berkeley or may be employed in the research department of a corporation. The labs culminate with a project design implementation of a 3-stage RISC-V processor with register file and caches. No more than one upper division course may be used to simultaneously fulfill requirements for a students major and minor programs. Terms offered: Spring 2016, Spring 2015, Spring 2014 Application Specific Integrated Circuits Laboratory: Read More [+]. Note Summer CPT or OPT students: written report required. Elementary principles of software engineering. Additional research topics covered at the instructor's discretion. Exercises include effects of aliasing in periodic sampling, fast Fourier transforms of basic waveforms, the use of the Hanning filter for leakage reduction, Fourier analysis of the human voice, digital filters, and control using Fourier deconvolution. Home Academics Graduate Admissions & Programs Grad student Molly Nicholas (Human Computer Interaction/Hybrid Ecologies Lab) Graduate Admissions and Degree Programs Berkeley EECS graduate programs rank first and second in the nation and provide one of the best educational experiences anywhere. Engineering & Computer Science. Written reports and class presentation of project results are required. Students are encouraged to meet with their adviser to discuss the feasibility of completing a minor program. Berkeley Connect pairs undergraduate students with graduate student mentors. Credit Restrictions: Students will receive no credit for DATAC100\STATC100\COMPSCIC100 after completing DATA 100. Terms offered: Fall 2018, Spring 2018, Fall 2017, Terms offered: Spring 2019, Fall 2018, Spring 2018, Scheme and Functional Programming for Programmers, Terms offered: Spring 2016, Fall 2015, Spring 2015. Moreover, in the category of best Computer Science school in America, Berkeley was tied for number one with MIT, Stanford, and Carnegie Mellon University. It is open to any undergraduate who has declared a major other than EECS and has completed four of the course requirements. Embedding query languages in programming languages. Pair up, get support, and discover shared academic interests. Yes Learn More The Berkeley School of Information historically admits only 30% to 35% of applicants each year who are either transitioning to a data science role or who are looking to hold. Fundamental Algorithms for Systems Modeling, Analysis, and Optimization: for a career in designing new medical imaging systems that reliably detect small tumors or infarcts. Large digital-system design concepts. *Planning is power! A deficient grade in COMPSCIW169A may be removed by taking COMPSCI169, or COMPSCI169A. factoring). Students may choose to take the Physics 7 series or the Physics 5 series. Berkeley teaches the researchers that become award winning faculty members at other universities. A series of lab exercises provide the background and practice of digital design using a modern FPGA design tool flow. Relevance of computing to the student and society will be emphasized. This requirement is listed in the freshman year curriculum, but many of the options would not be appropriate for a first year student. Lectures cover principles explored in the lab exercises and design of microcomputer-based systems for data acquisitions, analysis and control. An ability to analyze the local and global impact of computing on individuals, organizations, and society. Application Specific Integrated Circuits Laboratory: Read More [+]. The same material as in 61C but in a lab-centric format. Additionally, CS36 provides technical instruction to review concepts in CS61A, in order to support CS Scholars individual learning and success in the CS61A course. Final exam required. Welcome to UC Berkeley Cognitive Science. Markov chains. Prospective undergraduates interested in the EECS major must apply for admission to the College of Engineering. Techniques of modeling objects for the purpose of computer rendering: boundary representations, constructive solids geometry, hierarchical scene descriptions. Project team organization and management. ArtificiaI intelligence - University of California, Berkeley Introduction to Digital Design and Integrated Circuits: Read More [+]. Terms offered: Fall 2022, Spring 2022, Fall 2021. and the techniques of phasor analysis are developed, including impedance and the magnitude and phase response of linear circuits. Preparing graduates for success in technical careers related to electrical and computer engineering, or computer science and engineering.