The Department of Electrical Engineering and Computer Sciences (EECS) offers two graduate programs in Computer Science: the Master of Science (MS), and the Doctor of Philosophy (PhD). 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. Student Learning Outcomes: Students will develop a facility in the above topics and be able to apply them Students will learn to run a small team including rotation of team roles such as product owner, scrum master, and so on; Credit Restrictions: Students will receive no credit for COMPSCI 169L after completing COMPSCI 169. Class Rank Great Ideas of Computer Architecture (Machine Structures): Read More [+], Prerequisites: COMPSCI 61A, along with either COMPSCI 61B or COMPSCI 61BL, or programming experience equivalent to that gained in COMPSCI 9C, COMPSCI 9F, or COMPSCI 9G. Probability, random variables and their convergence, random processes. Teaching Practice: Read More [+], Fall and/or spring: 15 weeks - 0 hours of independent study per week, Summer: 6 weeks - 1-5 hours of independent study per week8 weeks - 1-4 hours of independent study per week, Subject/Course Level: Computer Science/Professional course for teachers or prospective teachers, Terms offered: Spring 2021, Spring 2020, Spring 2014 Found inside – Page iInequality by Design offers a powerful alternative explanation, stressing that economic fortune depends more on social circumstances than on IQ, which is itself a product of society. Students wishing to take a second lab flavor next term can sign-up only for that Lab section and receive a Letter grade. Iterators. Found insideEntrance requirements: For master's, minimum GPA of 2.5 (students with GPA 3.0 or ... Berkeley, UC Berkeley Extension, Certificate Programs in Sciences, ... Efficient Algorithms and Intractable Problems: E.g., in the context of encryption we will begin by giving a precise mathematical definition for what it means to be a secure encryption scheme and then give a construction (realizing this security notion) assuming various computational hardness assumptions (e.g. Student Learning Outcomes: Students will be able to perform basic computations in Python, including working with tabular data. Students will perform as well as possible in the CS61A prerequisite for the CS major. Grading: Offered for satisfactory/unsatisfactory grade only. Advanced Topics in Electrical Engineering: Advanced Topics in Communications and Information Theory: Read More [+], Advanced Topics in Electrical Engineering: Advanced Topics in Communications and Information Theory: Read Less [-], Terms offered: Fall 2018, Fall 2017, Fall 2016 Principles of embedded system design. Dan Garcia, Teaching Professor. Grading/Final exam status: Letter grade. Student Learning Outcomes: Although the syllabus is the same as EECS151LA, the assignments and exams for EECS251LA will have harder problems in labs and in the project that test deeper understanding expected from a graduate level course. Course Objectives: The Verilog hardware description language is introduced and used. If you want to get in, the first thing to look at is the acceptance rate. There are no biology prerequisites for this course, but a strong quantitative background will be essential. For information regarding minor requirements, please see the Minor Requirements tab on this page. Applicants should check with their prospective department for questions regarding letters of recommendation. Probability and Random Processes: Read More [+], Prerequisites: COMPSCI 70 preferred but not required; Familiarity with linear algebra. UC Berkeley Division regulation A208 allows UC Berkeley Extension courses carrying the “XB” designation on University Extension transcripts to be accepted for unit, requirement and grade-point credit on the UC Berkeley campus under specific conditions (see the Academic Senate website). Repeat rules: Course may be repeated for credit when topic changes. Software Engineering: Read More [+]. Analysis, evaluation and design of present-day integrated circuits for communications application, particularly those for which nonlinear response must be included. These eight courses may include some mathematically based courses offered by other departments, e.g., Physics, Engineering, Computer Science, or Economics. The internal organization and operation of digital computers. Introduction to Digital Integrated Circuits: Read More [+]. A maximum of one course can transfer from study abroad. The modeling, analysis, and optimization of complex systems requires a range of algorithms and design software. Students will learn to articulate the primary differences between Agile and Plan-and-Document methodologies; Prerequisites: COMPSCI 61A and COMPSCI 61B. The Employee Assistance Program Coordinator Passbook(R) prepares you for your test by allowing you to take practice exams in the subjects you need to study. Ideas and techniques underlying the design of intelligent computer systems. The course content may vary from semester to semester. Students will learn how to construct unit- and module-level tests and measure their coverage; The requirement may be satisfied by exam or by taking an approved course. For students considering graduating in less than four years, it's important to acknowledge the reasons to undertake such a plan of study. (a friendly graphical language) and Python, and will design and implement two projects of their choice. Spatial and temporal coherence concepts are explained. Students will learn how to identify, measure, and resolve maintainability problems in code; Introduction to MEMS Design: Read More [+]. Security in Computer Systems: Read More [+], Security in Computer Systems: Read Less [-], Terms offered: Spring 2020, Fall 2016, Spring 2015 This course attempts to cover that ground. Applicants who hold the PhD degree may be admitted to a professional doctorate or professional masterâs degree program if there is no duplication of training involved. Formal Methods: Specification, Verification, and Synthesis: Terms offered: Fall 2021, Fall 2020, Spring 2020. and partial Fourier information, Radon transform, multiresolution analysis, continuous and discrete wavelet transform and computation, subband coding, image and video compression, sparse signal approximation, dictionary techniques, image and video compression standards, and more. Advanced Computer Graphics Algorithms and Techniques: Deep Reinforcement Learning, Decision Making, and Control. You can participate in undergraduate research projects. The examining committee awards a score in the range of 0-10. 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. Diffraction and interference. The 27-unit, online program is designed for the working professional's schedule and can be completed on one of three paths: accelerated, standard, or decelerated. Credit Restrictions: Students will receive no credit for COMPSCI 47C after completing COMPSCI 61C, or COMPSCI 61CL. indicates that a Master's degree may be awarded to students pursuing work toward the Ph.D. after fulfillment of the . Chip-level assembly is covered, including instantiation of custom blocks: I/O pads, memories, PLLs, etc. â¢â¢ There are two ways to study Computer Science (CS) at UC Berkeley: There is no difference in the CS course content between the BS and BA programs. Digital Image Processing: Read More [+], Prerequisites: Basic knowledge of signals and systems, convolution, and Fourier Transform, Formerly known as: Electrical Engineering 225B, Terms offered: Fall 2021, Spring 2021, Fall 2020 Implementation of compilers, interpreters, and assemblers. Signal Processing (SP). If you have attended UC Berkeley, upload unofficial transcripts with the application for the departmental initial review. Credit Restrictions: Students will receive no credit for W241A after taking EE 141 or EE 241A. an introduction to grasping and the constrained manipulation, contacts and force control for interaction Theory of NP-completeness: Cook's theorem, NP-completeness of basic problems. Parameter and state estimation. subsystems are amenable to analytical and computational methods but the interconnection, taken as a whole, is Aram J. Thomasian, Professor Emeritus. Fall and/or spring: 15 weeks - 3 hours of lecture, 1 hour of discussion, and 1 hour of laboratory per week, Summer: 8 weeks - 6 hours of lecture, 2 hours of discussion, and 2 hours of laboratory per week, Formerly known as: Statistics C100/Computer Science C100, Principles & Techniques of Data Science: Read Less [-], Terms offered: Spring 2015 Biosystems & Computational Biology (BIO), Design, Modeling and Analysis (DMA), Integrated Circuits (INC),Physical Electronics (PHY).Research Profile, Eric Brewer, Professor. Modeling of the wireless multipath fading channel and its basic physical parameters. Fundamentals of sensing and transduction mechanisms including capacitive and piezoresistive techniques, and design and analysis of micmicromachined miniature sensors and actuators using these techniques will be covered. Special Topics: Read More [+], Fall and/or spring: 15 weeks - 1-4 hours of lecture per week, Terms offered: Fall 2015, Spring 2015, Fall 2014 Introduction to Digital Design and Integrated Circuits: Application Specific Integrated Circuits Laboratory. A total of four units must be taken. Advanced Topics in Electrical Engineering: Advanced Topics in Circuit Design: Read More [+], Advanced Topics in Electrical Engineering: Advanced Topics in Circuit Design: Read Less [-], Terms offered: Spring 2021, Fall 2014, Fall 2013 Terms offered: Spring 2013, Spring 2011, Spring 2010 Senior Honors Thesis Research: Read More [+]. Cost and quality metrics and estimation. Robert G. Meyer, Professor Emeritus. CS students must complete courses from three of the following areas, passing each with at least a B+. Calculation of speed and power consumption from layout and fabrication parameters. Fundamentals of Photovoltaic Devices: Read More [+], Fundamentals of Photovoltaic Devices: Read Less [-], Terms offered: Fall 2021, Fall 2020, Fall 2019 Students who have been accepted into the Five-Year BA/MS or BS/MS are free to change their minds later and apply to enter the PhD program or apply to a PhD program at another university. Biomedical imaging is a clinically important application of engineering, applied mathematics, physics, and medicine. All technical upper division undergraduate and graduate courses in BIO ENG, except, All technical upper division undergraduate and graduate courses in CHEM, All technical upper division undergraduate and graduate courses in CHEM ENG, except CHEM ENG 180 and 185, All technical upper division undergraduate and graduate courses in CIV ENG, except, All technical upper division undergraduate and approved graduate courses in EL ENG. Introduction to Database Systems: Read More [+]. Advanced Topics in Electrical Engineering: Organic Materials in Electronics: Read More [+], Prerequisites: EL ENG 130; and undergraduate general chemistry, Advanced Topics in Electrical Engineering: Organic Materials in Electronics: Read Less [-], Terms offered: Prior to 2007 Operating Systems & Networking (OSNT), Security (SEC), Computer and Network Security, Distributed systems, Mobile computing, Wireless networking, Software engineering, and operating systems.Research Profile, + Richard Karp, Professor. UC Berkeley is somewhat unique in that it has two majors that can be legitimately considered "Computer Science", one under the College of Engineering (EECS) and the other under the College . Unsolvable and intractable problems. Thesis work under the supervision of a faculty member. A minimum of four units must be taken; the units may be distributed between one and two semesters in any way. 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. + Indicates this faculty member is the recipient of the Distinguished Teaching Award. May also cover cryptographic protocols, privacy and anonymity, and/or other topics as time permits. Introductory Microcomputer Interfacing Laboratory: Read More [+], Introductory Microcomputer Interfacing Laboratory: Read Less [-], Terms offered: Spring 2015, Spring 2014, Spring 2013, Spring 2012 Instead, you must upload an unofficial transcript from the recognized U.S. institution. Individual Study and Research for Undergraduates: Terms offered: Fall 2021, Summer 2021 8 Week Session, Spring 2021, Fall 2020, Summer 2020 8 Week Session. This book intends to examine important issues arising from high-dimensional data analysis to explore key ideas for statistical inference and prediction. A deficient grade in Computer Science W61A may be removed by taking Computer Science 61A. Freshman/Sophomore Seminar: Read More [+], Prerequisites: Priority given to freshmen and sophomores. Microsensor and microactuator devices: electrostatic, piezoresistive, piezoelectric, thermal, and magnetic transduction. Directed Group Studies for Advanced Undergraduates: Terms offered: Fall 2021, Spring 2020, Fall 2018, Terms offered: Fall 2021, Fall 2017, Spring 2017, What Electrical Engineers Do--Feedback from Recent Graduates. Laboratory exercises constructing basic interfacing circuits and writing 20-100 line C programs for data acquisition, storage, analysis, display, and control. (Jack) Welch, Professor Emeritus. Tradeoffs in custom-design, standard cells, gate arrays. Nonlinear optics, phase-conjugation, electrooptics, acoustooptics and magnetooptics, coherent optics, stimulated Raman and Brillouin scattering. There are 2 ways to get admission into UC Berkeley for Computer Science. Computer Architecture and Engineering: Read More [+], Instructors: Asanovic, Culler, Kubiatowicz, Wawrzynek, Computer Architecture and Engineering: Read Less [-], Terms offered: Summer 2021 8 Week Session, Fall 2020, Spring 2020 Communications & Networking (COMNET), Signal Processing (SP), Business and economics issues in the software industry. Grading/Final exam status: Offered for pass/not pass grade only. * Regionally accredited college or university means an institution of higher education accredited by one of the following regional accreditation associations in the United States: Required Records: Upload unofficial transcripts with the application for the departmental initial review. Individual Research: Read More [+], Fall and/or spring: 15 weeks - 0-1 hours of independent study per week, Summer: 6 weeks - 8-30 hours of independent study per week8 weeks - 6-22.5 hours of independent study per week10 weeks - 1.5-18 hours of independent study per week, Terms offered: Fall 2012, Fall 2011, Spring 2011 Analysis and Design of VLSI Analog-Digital Interface Integrated Circuits, Terms offered: Fall 2019, Fall 2017, Fall 2015. for analog design including simulation and synthesis. Admitted transfer students in L&S are encouraged to apply to declare their . tease out the intricacies of developing algorithms that support HRI. Credit Restrictions: Students will receive no credit for 61BL after taking 47B or 61B. Fulfillment of this requirement is also a prerequisite to enrollment in all reading and composition courses at UC Berkeley. For College advising appointments, please visit the L&S Advising Pages. Only available to Berkeley EECS and L&S CS undergraduates. This course is an introduction to the field of robotics. Lightwave Devices: Read More [+], Prerequisites: EL ENG 130; PHYSICS 137A; and EL ENG 117 recommended, Terms offered: Spring 2016, Spring 2015, Spring 2013 Hardware laboratory and design project. The course content may vary from semester to semester. Sufficient training to undertake graduate study in the chosen field. This will help prepare students for computational and quantitative courses other than Data 8.C6 takes advantage of the complementarity of computing and quantitative reasoning to enliven abstract ideas and build students’ confidence in their ability to solve real problems with quantitative tools. Grading/Final exam status: Letter grade. Artificial Intelligence (AI), Biosystems & Computational Biology (BIO), Control, Intelligent Systems, and Robotics (CIR), Graphics (GR), Human-Computer Interaction (HCI), Signal Processing (SP),.Research Profile, Elchanan Mossel, Professor. Please contact individual academic departments for more information, as they may choose to require a higher score. Courses numbered 199, 198, 197, 196, 195, plus select 194, 191, 190, and various seminars do not count. Found inside – Page 414Entrance requirements: For master's, bachelor's degree in computer science; for doctorate, ... University of California, Berkeley, Graduate Division, ... Introduction to Computational Thinking with Data: Terms offered: Fall 2021, Summer 2021 8 Week Session, Spring 2021, Fall 2020. data, document collections, geographical data, and social networks. Astrophysics, geophysics, physics, elementary particle physics, cosmic micro wave background, supernovae for cosmology, origin of the earth's magnetic flips, Nemesis theory, glacial cycles, red sprites, lunar impacts, iridium measurement.Research Profile, Andrew R. Neureuther, Professor Emeritus. Group study of selected topics in electrical engineering, usually relating to new developments. Alan J. Smith, Professor Emeritus. manipulators with experimental setups that include sensors, control of large degrees of freedom We will also sharpen research skills: giving good talks, experimental design, statistical analysis, literature surveys. , and in both labs and homework, students will engage computationally, physically, and visually with the concepts being introduced in addition to traditional paper/pencil exercises. Introduction to the Internet: Architecture and Protocols: Read More [+], Prerequisites: COMPSCI 61B and COMPSCI 162, Instructors: Katz, Paxson, Ratnasamy, Shenker, Stoica, Introduction to the Internet: Architecture and Protocols: Read Less [-], Terms offered: Fall 2019, Spring 2019, Fall 2017 Recursion; higher-order functions; list processing; implementation of rule-based querying. Human-computer interaction, user interfaces, end-user programming, design tools, prototyping, crowdsourcing, multitouch, sensing.Research Profile, Marti A. Hearst, Professor. Introduction to input/output concepts from control theory, systems as operators in signal spaces, passivity and In Yann Lecun's words they require "an interplay between intuitive insights, theoretical modeling, practical implementations, empirical studies, and scientific analyses." Terms offered: Spring 2016, Spring 2015, Spring 2014, Terms offered: Fall 2021, Spring 2018, Spring 2016, Directed Group Study for Advanced Undergraduates. understand the concept of image reconstruction as solving a mathematical inverse problem. implementation of a 3-stage RISC-V processor with a register file and caches. Computational Principles for High-dimensional Data Analysis: Read More [+], Prerequisites: The following courses are recommended undergraduate linear algebra (Math 110), statistics (Stat 134), and probability (EE126). A: No, we only offer the PhD in Political Science. The course has a strong laboratory component, with emphasis on a semester-long sequence of projects. The requirement offers an exciting intellectual environment centered on the study of race, ethnicity and culture of the United States. Repeat rules: Course may be repeated for credit without restriction. Discrete time signals and systems: Fourier and Z transforms, DFT, 2-dimensional versions. An ability to configure, apply test conditions, and evaluate outcomes of experimental systems. Requirements Becoming part of our world-class public university takes academic achievement, personal talent and a drive for discovery and transformation. Credit Restrictions: Students will receive no credit for EECS 127 after taking EECS 227AT or Electrical Engineering 127/227AT. Advanced Topics in Electrical Engineering: Advanced Topics in Electrical Engineering: Advanced Topics in Computer-Aided Design, Terms offered: Spring 2016, Spring 2015, Fall 2014. Experiential Advanced Control Design I: Read More [+], Fall and/or spring: 15 weeks - 3 hours of lecture and 2 hours of laboratory per week, Experiential Advanced Control Design I: Read Less [-], Terms offered: Spring 2021, Spring 2020, Spring 2019 Stability. This requirement is listed in the freshman year curriculum, but many of the options would not be appropriate for a first year student. Algorithmic Human-Robot Interaction: Read More [+]. You satisfy the requirement by passing, with a grade not lower than C- or P, an American Cultures course. This option leads to a Bachelor of Science (BS) degree. The lab exercises culminate with a project design, e.g. In this course, students will explore the data science lifecycle, including question formulation, data collection and cleaning, exploratory data analysis and visualization, statistical inference and prediction, and decision-making. This class will focus on quantitative critical thinking and key principles and techniques needed to carry out this cycle. The course content may vary from semester to semester. To apply for admission to the Summer Sessions, visit the Summer Sessions website. Operational amplifiers. Freshman/Sophomore Seminar: Read More [+], Terms offered: Fall 2011 An ability to design systems, components, or processes that conform to given specifications and cost constraints. Students will lead discussions on additional topics. Numerical modelling and analysis techniques are widely used in scientific and Students learn how to combine physical processes with computation. Probability including sample spaces, independence, random variables, law of large numbers; examples include load balancing, existence arguments, Bayesian inference. Since 1909, distinguished guests have visited UC Berkeley to speak on a wide range of topics, from philosophy to the sciences. Optical materials and coatings. Digital synthesis, partitioning, placement, routing, and simulation tools for FPGAs are covered in detail. Applied probability, statistics, mathematics, finite markov chains, markov random fields, phlylogeny.Research Profile, Rikky Muller, Assistant Professor. Parallel architectures and programming languages and models, including shared memory (eg OpenMP on your multicore laptop), distributed memory (MPI and UPC on a supercomputer), GPUs (CUDA and OpenCL), and cloud (MapReduce, Hadoop and Spark). Students who do not, receive an IP in H196A and must enroll in H196B. Design of Programming Languages: Read More [+], Design of Programming Languages: Read Less [-], Terms offered: Fall 2021, Spring 2011, Spring 2010 Advanced Topics in Electrical Engineering: Advanced Topics in Semiconductor Technology: Advanced Topics in Electrical Engineering: Advanced Topics in Photonics, Terms offered: Spring 2014, Fall 2013, Fall 2012. Credit Restrictions: Students will receive no credit for COMPSCI L182 after completing COMPSCI 182, or COMPSCI W182. This book is intended for students at the advanced undergraduate level or the introductory graduate level, and for practicing engineers and computer scientists who wish to understand the engineering principles of embedded systems. A deficient grade in Computer Science 61AS may be removed by taking Computer Science 61A. Credit Restrictions: Students will receive no credit for Electrical Engineering/Computer Science C249A after completing Electrical Engineering/Computer Science C149. Calculation of speed and power consumption from layout and fabrication parameters. Fall and/or spring: 15 weeks - 1.5 hours of lecture and 1.5 hours of discussion per week, Honors Social Implications of Computer Technology: Read Less [-], Terms offered: Fall 2021, Fall 2020, Fall 2016 Performance estimation. The total minimum is 24 units of coursework, taken for a letter grade and not including 397, 298, 299, 301, 375 and 602. Algorithms for Computational Biology: Read More [+], Prerequisites: COMPSCI 70 and COMPSCI 170; experience programming in a language such as C, C++, Java, or Python, Algorithms for Computational Biology: Read Less [-], Terms offered: Spring 2019 Modeling is emphasized in a 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/pencil exercises. You must hold or expect to hold prior to the beginning of classes a bachelor’s degree from a U.S. school accredited by one of the AACRAO regional accrediting agencies*. Lighting models for reflection, refraction, transparency. for solving "difficult" equation systems. Concepts will include an introduction to grasping and the constrained manipulation, contacts and force control for interaction with the environment. The course concludes with current applications of robotics. Students will be able to use good practices in Python programming. Completion of work in Electrical Engineering 16B: Read More [+], Prerequisites: MATH 1A, MATH 1B, and COMPSCI 61A; and EECS 16A, EECS 47D, or MATH 54; 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 Overview of run-time organization and error handling. Introduction to Communication Networks: Read More [+], Introduction to Communication Networks: Read Less [-], Terms offered: Spring 2021, Spring 2020, Spring 2019 The minimum graduate admission requirements are: a bachelor's degree or recognized equivalent from an accredited institution; a satisfactory scholastic average, usually a minimum grade-point average (GPA) of 3.0 (B) on a 4.0 scale; and. Controllability, observability, minimality, state and output-feedback. Programming Systems (PS), Computer Architecture & Engineering (ARC), Design, Modeling and Analysis (DMA). The EE141 lectures in the Fall 2014 already covered the necessary lecture material, so students who took the EE141 lab in the Fall of 2014 will have a chance to expand their skills into the area of FPGA Digital System Design. Survey of programming languages. Student Learning Outcomes: Deploy electronic sensors and interface them to microcontrollers through digital and analog channels as well as common protocols (I2C, SPI), Designing, Visualizing and Understanding Deep Neural Networks: coordinates, projective and perspective transformations. Plasma-assisted materials processing, Energy (ENE).Research Profile. The minimum graduate admission requirements are: . Fall and/or spring: 15 weeks - 1-4 hours of lecture per week. Berkeley's overall acceptance rate is 17%, but its Computer Science acceptance rate is only 8.5%. Fundamental Algorithms for System Modeling, Analysis, and Optimization: Read Less [-], Terms offered: Spring 2013, Spring 2012, Spring 2011 We will also cover active perception guided manipulation, as well as the Due to the rapid pace of change, Berkeley's academic program is flexible and emphasizes fundamentals. Group Studies Seminars, or Group Research: Read Less [-], Terms offered: Summer 2017 Second 6 Week Session, Fall 2016, Summer 2016 10 Week Session Fourier series, Fourier transform, Laplace and Z-transforms. Metal-semiconductor contacts, pn junctions, bipolar transistors, and MOS field-effect transistors.
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