We bring together engineers, clinicians, and end-users to explore this exciting new field. Or, as turned out to be the answer, was it that after several hours spent focused on work, I wanted to socialize, to make sure I was up to speed on office gossip, and the cookie was just a convenient excuse? Applied discrete probability. Topics to be presented by faculty and students under faculty direction. Test challenges in core integration: compliance, feature, random, and collision testing. Deciphering cues is hard, however. Principles and practices of programming graphics processing units (GPUs). Topics of special interest in computer science and engineering. Prerequisites: consent of instructor. 14-34 It also is the best MBA college in Telangana with highly intellectual faculties and facilities. Topics of special interest in computer architecture to be presented by faculty and students under faculty direction. Prerequisites: CSE 12 and CSE 15L; restricted to undergraduates. This course is intended for MS students. Prerequisites: consent of the instructor. If you’re rushing through the store, looking for bottles, and you pass orange juice, you’ll grab a carton. (Formerly CSE 264A.) (P/NP grades only.) Topics include concentration of measure, the PAC model, uniform convergence bounds, and VC dimension. As the path became more and more automatic — as it became a habit — the rats started thinking less and less. Computer Communication Networks (4). Student pairs perform a quarter-long mini research project that leverages campus research efforts. Program or materials fees may apply. Type systems and polymorphism; the ML language. CSE 141L. Computational Molecular Biology (4). CSE 237B. Prerequisites: CSE 101 or equivalent. Principles of Software Engineering (4). Possible topics include minimum-variance unbiased estimators, maximum likelihood estimation, likelihood ratio tests, resampling methods, linear logistic regression, feature selection, regularization, dimensionality reduction, manifold detection. All that information is meaningless, however, without someone to analyze and make sense of it. The objective of the course is to provide students the background and techniques for scientific computing and system optimization. Graduate students will be allowed as space permits. Students solve relevant computational problems using a high-level programming language. New societal challenges, cultural values, and technological opportunities are changing design—and vice versa. All other students will be allowed as space permits. Prerequisites: (CSE 12 or DSC 40B) and (CSE 15L or DSC 80) and (CSE 103 or MATH 181A or ECE 109 or MATH 183 or ECON 120A) and (MATH 18 or MATH 31AH); restricted to students within the CS25, CS26, CS27, CS28, EC26, and DS25 majors. Open to properly qualified graduate students who wish to pursue a problem through advanced study under the direction of a member of the staff. More important, he could also estimate her due date to within a small window, so Target could send coupons timed to very specific stages of her pregnancy. In one project, 256 members of a health-insurance plan were invited to classes stressing the importance of exercise. Particular subjects may include skeletons, skinning, key framing, facial animation, inverse kinematics, locomotion, motion capture, video game animation, particle systems, rigid bodies, clothing, and hair. Due to the nature of the distribution p(x jD), this is somewhat complicated, and a series of approximations must be made. But it’s a tough message to get across, even with the most ingenious ad campaigns, because once consumers’ shopping habits are ingrained, it’s incredibly difficult to change them. CSE 222A. Application of GPU programming to rendering of game graphics, including physical, deferring, and global lighting models. Prerequisites: MATH 10D and MATH 20A–F or equivalent. This course allows students to use what they learned in introductory programming courses to make things happen in the real world. Introduces the concepts and skills necessary to effectively use information technology. May be repeated for credit. Example topics include real-time systems for 3D computer vision, machine learning tools such as support-vector machine (SVM) and boosting for image classification, and deep neural networks for object detection and semantic segmentation. Another analyst noted that sometime in the first 20 weeks, pregnant women loaded up on supplements like calcium, magnesium and zinc. Program or materials fees may apply. All other students will be allowed as space permits. Those spikes show when the rats’ brains were fully engaged, and the dip in neural activity between the spikes showed when the habit took over. All other students will be allowed as space permits. More perfume was added to the Febreze formula, so that instead of merely neutralizing odors, the spray had its own distinct scent. Students, as well as the instructor, will be actively involved in running the course/class. When a couple move into a new house, they’re more apt to purchase a different kind of cereal. Introduction to Artificial Intelligence: Search and Reasoning (4). This course cannot be counted toward a technical elective. Prerequisites: (MATH 31BH or MATH 20C) and (ECON 120A or ECE 109 or CSE 103 or MATH 181A or MATH 183); restricted to students with sophomore, junior, or senior standing within the CS25, CS26, CS27, CS28, EC26, and DS25 majors. Topics of special interest in cryptography to be presented by faculty and students under faculty direction. Topics include an overview of various aspects of bioinformatics and will simultaneously introduce students to programming in Python. Prerequisites: consent of instructor. Until then, you can browse published projects, documentation, issues, and discussions which were posted before the site went into archive mode three years ago. “As soon as we get them buying diapers from us, they’re going to start buying everything else too. Prerequisites: CSE 167; restricted to CS25, CS26, CS27, and EC26 majors. Advanced Processor Architecture Design Project (4). Its SlimTaper profile conforms naturally to the hand for smooth leads up top and fast licks and comfortable chording down low. All other students will be allowed as space permits. This research is also transforming our understanding of how habits function across organizations and societies. CSE 156. CSE 151A. Prerequisites: CSE 30 and CSE 140 and CSE 140L; CSE 141 should be taken concurrently; restricted to CS25, CS26, CS27, CS28, and EC26 majors. Modern advances in design and analysis of algorithms. Basic Data Structures and Object-Oriented Design (4). ... p:! CSE 3. Two units of credit offered for CSE 142 if CSE 141 taken previously or concurrently. Prerequisites: consent of instructor. CSE 168. Febreze was a dud. Prerequisites: consent of faculty. This course is an introduction to the models, theory, methods, and applications of discrete and continuous optimization. Recommended preparation: CSE 103 or similar course. “We have the capacity to send every customer an ad booklet, specifically designed for them, that says, ‘Here’s everything you bought last week and a coupon for it,’ ” one Target executive told me. Maximal likelihood estimation. Applications will be given to digital logic design, elementary number theory, design of programs, and proofs of program correctness. Learn by doing: Work with a team on a quarter-long design project. Soon after the new ad campaign began, Target’s Mom and Baby sales exploded. Introduction to Synthesis Methodologies in VLSI CAD (4). Prerequisites: CSE 120 and 121, or consent of instructor. CSE 136. Students cannot receive credit for CSE 203B if they have taken either ECE 273 or MATH 245B. Principles of Artificial Intelligence: Probabilistic Reasoning and Learning (4). May be repeated for credit. ), CSE 291. An M.I.T. “We are very conservative about compliance with all privacy laws. When I started interviewing experts in habit formation, I concluded each interview by asking what I should do. CSE 135. Abstract versus concrete syntax, structural and well-founded induction. (P/NP grades only.) Prerequisites: CSE 12 or consent of instructor. Students will explore the latest research in health care robotics, human-robot teaming, and health design. All other students will be allowed as space permits. Now, you perform that series of actions every time you pull into the street without thinking very much. Topics vary from quarter to quarter. Prerequisites: (MATH 184 or CSE 21 or MATH 154) and CSE 101 and CSE 105; restricted to students within the CS25, CS26, CS27, CS28, and EC26 majors. In the mid-1990s, P.& G.’s executives began a secret project to create a new product that could eradicate bad smells. The company printed new ads showing open windows and gusts of fresh air. P.& G. had been trying to create a whole new habit with Febreze, but what they really needed to do was piggyback on habit loops that were already in place. The reason Target can snoop on our shopping habits is that, over the past two decades, the science of habit formation has become a major field of research in neurology and psychology departments at hundreds of major medical centers and universities, as well as inside extremely well financed corporate labs. Back when we were still friendly, I mentioned that my wife was seven months pregnant. Abstract and language models. In the bedroom, she made her bed, tightened the sheet’s corners, then sprayed the comforter with Febreze. Basics of programming including variables, conditionals, loops, functions/methods. Introduction to Programming and Computational Problem-Solving I (4). Prerequisites: graduate standing. Cross-listed with COGS 120. Two-dimensional and three-dimensional transformations, curves, surfaces. Software Project for Computer Architecture (2). So unless you deliberately fight a habit — unless you find new cues and rewards — the old pattern will unfold automatically. Interface-based verification and standards. Topics include design, social software, input techniques, mobile, and ubiquitous computing. CSE 209A. He was clutching coupons that had been sent to his daughter, and he was angry, according to an employee who participated in the conversation. Broad introduction to machine learning. Bioinformatics II: Sequence and Structure Analysis—Methods and Applications (4). Applications to genome and proteome sequences. Andrew Pole had just started working as a statistician for Target in 2002, when two colleagues from the marketing department stopped by his desk to ask an odd question: “If we wanted to figure out if a customer is pregnant, even if she didn’t want us to know, can you do that? Robot Systems Design and Implementation (4). But our neural systems notice and use them to build automatic behaviors. SlimTaper mahogany neck plays fast and smooth. Applications to databases, automatic theorem proving, program verification, and distributed systems. Topics/Seminar in Cryptography (1–4). Software System Design and Implementation (4). All other students will be allowed as space permits. Restricted to CS27, BI34, BE28, and CH37 major codes. Will involve programming in most languages studied. Distributions over the real line. Theoretical topics include proofs of correctness, programming language semantics, and theory of testing. “We knew that if we could identify them in their second trimester, there’s a good chance we could capture them for years,” Pole told me. But now that she is pregnant, everything is up for grabs. All other students will be allowed as space permits. Prerequisites: CSE 12 and (CSE 100 or MATH 176) and (CSE 105 or MATH 166); restricted to students within the CS25, CS26, CS27, and EC26 majors. Devices, standard cells and interconnects, clocking, power/ground distribution, arithmetic modules, memories. Possible areas of focus include core database issues, data management on the web, data integration, new database models and applications, formal methods in databases. Independent Study for Undergraduates (2 or 4). Prerequisites: graduate standing in CSE or consent of instructor. “It’s nice, you know?” she said. Prerequisites: graduate standing or consent of instructor. Prerequisites: C or higher: CSE 216 or CSE 219 or CSE 260; CSE 320 or ESE 380; CSE Major or ECE major. This course focuses on design and evaluation of three-dimensional (3-D) user interfaces, devices, and interaction techniques. Shop a wide selection of Hydro Flask Wide Mouth 32 oz. Mathematical Beauty in Rome Lab (4). Department stamp required. We shop at Target, I told him, and had given the company our address so we could start receiving coupons in the mail. Robotics has the potential to improve well-being for millions of people, support care givers, and aid the clinical workforce. Eventually, P.& G. began mentioning to customers that, in addition to smelling sweet, Febreze can actually kill bad odors. “And we found out that as long as a pregnant woman thinks she hasn’t been spied on, she’ll use the coupons. Prerequisites: (CSE 20 or MATH 15A or MATH 109) and CSE 30; CSE 140L must be taken concurrently; restricted to CS25, CS26, CS27, and EC26 majors. Exact syllabus varies. Before he became Treasury secretary, Paul O’Neill overhauled a stumbling conglomerate, Alcoa, and turned it into a top performer in the Dow Jones by relentlessly attacking one habit — a specific approach to worker safety — which in turn caused a companywide transformation. In another, a woman scowled at her unmade bed (cue), proceeded to straighten the blankets and comforter (routine) and then sighed as she ran her hands over the freshly plumped pillows (reward). Students may not receive credit for CSE 185 and BIMM 185. Programming experience, familiarity with the UNIX command line, and a basic course in probability and statistics are strongly recommended. neuroscientist named Ann Graybiel told me that she and her colleagues began exploring habits more than a decade ago by putting their wired rats into a T-shaped maze with chocolate at one end. Prerequisites: CSE 123A or CSE 222A, or consent of instructor. Introduction to Computer Vision II (4). CSE 101. But the psychologists and neuroscientists warned me that, for my new behavior to stick, I needed to abide by the same principle that guided Procter & Gamble in selling Febreze: To shift the routine — to socialize, rather than eat a cookie — I needed to piggyback on an existing habit. Prerequisites: graduate standing. Andrew Pole was hired by Target to use the same kinds of insights into consumers’ habits to expand Target’s sales. Includes basic concepts and some practical skills with computer and networks. Two months. The cue and reward have stayed the same. Only the routine has shifted. CSE 168 or equivalent recommended. CSE 152A. Graduate students will be allowed as space permits. May be taken for credit nine times with the consent of instructor. sets, many-one reductions; TIME(t(n)), SPACE(s(n)) and general relations between these classes; L, P, PSPACE, NP; NP—completeness; hierarchy theorems; RP, BPP. Was it the desire for a quick burst of energy? All other students will be allowed as space permits. If you live with nine cats, you become desensitized to their scents. Students should be comfortable reading and analyzing scientific papers at the graduate level. She’s due in August. The objective of the course is to help the programmer create a productive UNIX environment. Advanced Software Engineering (4). Research Topics in Human-Computer Interaction (4). CSE 237C. Equivalent to MATH 176. Programming projects in image and signal processing, geometric modeling, and real-time rendering. Undecidability. Introduction to the compilation of programming languages, practice of lexical and syntactic analysis, symbol tables, syntax-directed translation, type checking, code generation, optimization, interpretation, and compiler structure. Formal languages. Some are simple: you automatically put toothpaste on your toothbrush before sticking it in your mouth. Take a fictional Target shopper named Jenny Ward, who is 23, lives in Atlanta and in March bought cocoa-butter lotion, a purse large enough to double as a diaper bag, zinc and magnesium supplements and a bright blue rug. Oh, and there’s that new DVD I want. The lambda calculus, reduction strategies, combinators. System representation and modeling. Hardware software codesign, architectural level synthesis, control synthesis and optimization, scheduling, binding, register and bus sharing, interconnect design, module selection, combinational logic optimization, state minimization, state encoding, and retiming. “Sophie will always smell like Sophie,” she says, but with Febreze, “now my furniture doesn’t have to.” The ads were put in heavy rotation. CSE 8B. Topics include the similarities and differences between Java and C++ with special attention to pointers, operator overloading, templates, the STL, the preprocessor, and the C++ Runtime Environment. Eight, to be precise. Prerequisites: CSE 30 and CSE 100; CSE 142L should be taken concurrently. Computer system design. Prerequisites: CSE 200 or consent of instructor. Researchers wanted to understand how exercise habits emerge. Recommended preparation: Significant prior programming experience (for example, high school AP CSA). One Target employee I spoke to provided a hypothetical example. Credit not offered for both MATH 166 and CSE 105. Covers basic programming topics from CSE 8A including variables, conditionals, loops, functions/methods, structured data storage, and mutation. Students may receive credit for one of the following: CSE 182, BENG 182, or BIMM 182. They know that if she receives an ad in the mail on Friday, she frequently uses it on a weekend trip to the store. This course covers Hopfield networks, application to optimization problems layered perceptrons, recurrent networks, and unsupervised learning. Topics/Seminar in Computer Systems (1–4). Prerequisites: (CSE 12 or DSC 40B) and (CSE 15L or DSC 80) and (CSE 103 or ECE 109 or ECON 120A or MATH 183) and MATH 20A and (MATH 18 or MATH 31AH) ; restricted to students within the CS25, CS26, CS27, CS28, EC26, and DS25 majors. They collected hours of footage of people cleaning their homes and watched tape after tape, looking for clues that might help them connect Febreze to people’s daily habits. Introduction to Computer Architecture (4). This course provides an introduction to the features of biological data, how those data are organized efficiently in databases, and how existing data resources can be utilized to solve a variety of biological problems. A companion course, CSE 320, teaches complementary skills from the application programmer's point of view. First, there is a cue, a trigger that tells your brain to go into automatic mode and which habit to use. Recommended preparation: No previous background in machine learning is required, but students should be comfortable with programming (all example code will be in Python), and with basic optimization and linear algebra. Computer Organization and Systems Programming (4). There is a calculus, it turns out, for mastering our subconscious urges. Or because the morning news is on? Students will explore the latest research in healthcare robotics, human-robot teaming, and health design. Graduate students allowed as space permits. Parallel Computer Architecture (4). Private and public key cryptography, introduction to reduction-based proofs of security, concrete security, block ciphers, pseudorandom functions and generators, symmetric encryption, asymmetric encryption, computational number theory, RSA and discrete log systems, message authentication, digital signatures, key distribution and key management. Errors, resulting in defects and ultimately system failure, occur in engineering and also other areas such as medical care. This course will provide an introduction to the discrete mathematical tools needed to analyze algorithms and systems. Pole didn’t answer my e-mails or phone calls when I visited Minneapolis. Theoretical foundations of machine learning. Prerequisites: CSE 100, 131A–B, or consent of instructor. Techniques for speeding up internet implementations, including system restructuring, new algorithms, and hardware innovations. They learned that most shoppers paid almost no attention to how they bought these products, that the purchases occurred habitually, without any complex decision-making. Areas covered: Flynn’s taxonomy, processor-memory organizations, shared and nonshared memory models: message passing and multithreading, data parallelism; speedup, efficiency and Amdahl’s law, communication and synchronization, isoefficiency and scalability. Verification environments. I had got into a bad habit of going to the cafeteria every afternoon and eating a chocolate-chip cookie, which contributed to my gaining a few pounds. Using data to predict a woman’s pregnancy, Target realized soon after Pole perfected his model, could be a public-relations disaster. Introduction to Embedded Computing (4). Students who have taken CSE 8B or CSE 11 may not take or receive credit for CSE 8A. February 16, 2012 - In a preview of this Sunday's New York Times Magazine, Charles Duhigg details how some retailers profit by predicting major changes in your life. The researchers followed her around as she tidied the house. CSE 209B. This course covers the fundamentals of neural networks.