cse 517 wustl
We study inputs, outputs, and sensing; information representation; basic computer architecture and machine language; time-critical computation; inter-machine communication; and protocol design. Prerequisites: Econ 4011 and Math 309 or permission of the instructor. Additionally, a minimum of 3 of the 4 economics electives must be drawn from the approved List of Financial Economics electives above. This course explores the topics related to the level and structure of interest rates and of stock prices, portfolio choice, basic investment theory, and arbitrage pricing theory, among others. Majors may receive abroad transfer credit for Econ 413 and/or any economics elective; majors must complete 2 of the 3 economics electives in residence. Coursework in Spring 2017 CSE517A Machine Learning @ Washington University in St. Louis project1: Structural Risk Minimization for Email Spam Filter (Ridge Regression, Logistic Regression, Hinge Loss) project2: Nave Bayes and Perceptron for Gender Classifier project3: Kernel SVM for Spiral Data Classifier (Kernel Types: Linear / Polynomial / RBF) EN: S. Introduction to econometrics as it is applied in microeconomics. Three 3-unit computer science electives drawn from the list below: CSE 311A Introduction to Intelligent Agents Using Science Fiction, CSE 330S Rapid Prototype Development and Creative Programming, CSE 332S Object-Oriented Software Development Laboratory, CSE 341T Parallel and Sequential Algorithms, CSE 412A Introduction to Artificial Intelligence, CSE 417T Introduction to Machine Learning*, or ESE 417 Introduction to Machine Learning and Pattern Classification, CSE 425S Programming Systems and Languages, CSE 427S Cloud Computing with Big Data Applications, CSE 543T Algorithms for Nonlinear Optimization, ESE 417 (Introduction to Machine Learning and Pattern Classification)**. Topics vary, but may include population; human capital and labor market development; R&D and innovation; finance and growth; modernization and industrial transformation; world income disparities and poverty problems; institutions and political economy issues; environmental and social factors; and international trade and economic integration. https://economics.wustl.edu/certificate-financial-economics, Major in Economics and Computer Science Requirements, Visit the main Washington University in St. Louis website, Econ 1011: Introduction to Microeconomics, Econ 1021: Introduction to Macroeconomics, Econ 413 (413W): Introduction to Econometrics (with Writing), Math 2200: Elementary Probability & Statistics, or an approved substitute (refer to the Economics "Undergraduate Guide" for approved substitutes.). *Of these options, Math3200 is the preferred course. Multiple writing assignments that emphasize critical analysis of theoretical perspectives and readings applied to current macroeconomic topics. Are you sure you want to create this branch? Enrollment limited to 15 students with priority given to senior economics majors. We then study the asset approach to exchange rates determination, exchange rate behavior in the short and in the long run, and the relationship of exchange rates with prices and output. Economics electives of particular relevance include (but are not limited to): Econ 413 may be taken from an approved study abroad program. Description: The field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience. They are cancelled on Dec 3. Click here to create & join classes Welcome to Piazza! The prerequisite courses for Econ 4021 are Econ 1021 and Econ 4011. The Department of Economics has extensive course breadth and faculty expertise in the area of financial economics. In addition, Econ493orMath233 must be taken prior to, or concurrently with, enrollment in Econ4011. In addition to providing hands-on experience using Excel's advanced capabilities, the course is designed to serve as a bridge between introductory econometrics and practical work with real-world datasets. An analysis of selected urban problems, such as causes and effects of housing market segregation; decay and abandonment, landlord-tenant relations, crime, and urban transport systems. It is possible to graduate with Latin Honors or with "English" honors. It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second), and interested students should consult with Academic Coordinator Dorothy Petersen in the Department of Economics. The historically-traditional activity of granting loans and collecting deposits has evolved into a much richer and more complex set of financial contracts. Four advanced economics electives (12 units), at least two of which must have an Econ4011orEcon4021 prerequisite. Engineering students who declare this major must fulfill the distribution and all other requirements for the BS in Applied Science degree in the McKelvey School of Engineering. The purpose of this course is to introduce students to some of the theories and doctrines that constitute the main paradigms from which economists and policy makers approach the world. Students must complete all three of the following to complete the major and the Certificate: 4 Economics electives, where both of the following must be satisfied: at least 2 (of the 4) electives must be drawn from the List of Financial Economics electives (above); and, at least 3 (of the 4) electives must be drawn from the approved list of Economics joint-major electives, 3 Mathematics electives drawn from the approved list of Mathematics joint-major electives. The three writing assignments and the final paper will provide students an opportunity to formulate an economic model, estimate the model with appropriate data, and interpret the results. It is administered by TAs Puneet Sachdeva and Daniel Pefley. We will learn how to use empirical observations for the purpose of calibrating model parameters and how to conduct policy evaluation in the context of calibrated models. More information about the majors, the minors, the course offerings, and the honors program can be found in the Economics Undergraduate Guide, available on the department website and from the department. We're here to create a positive impact in the world. The Home department is primarily responsible for the decision making and logistical support for the course and instructor. Completion of the Certificate requires - in addition to the major requirements - completion of extra elective(s), where there is a concentration of electives in the field of "financial economics." Prerequisites: prior completion of, or concurrent enrollment in, Econ 413 (or equivalent). It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second). This course is a student's initial study of econometric theory and practice. Theory and policy applications of labor supply and labor demand; explanations of wage and income differentials; migration and immigration; discrimination; labor unions; unemployment. You can follow the requirements below or the requirements that were available when you entered Wash U. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Innovation figuring out better and cheaper ways of satisfying human desires is the key to improving our well-being. BU: IS Yana Malysheva, pursuing a PhD in Computer Science, "I worked at Google forsixyears as asitereliabilityengineer,softwareengineer, internal startupco-founder, plus a couple of short rotations as a CS instructor. Prerequisites: Econ 1011 and Econ 1021. Credit 3 units. Graduate programs that make an impact Our programs push the boundaries to develop and transform the future of computing. Text corpora (singular: text corpus) are large and structured sets of texts, which have been systematically collected. **Non-engineering students may substitute Math 3200 or Math 3211 for the ESE 326 prerequisite. Students should also select the "A" subsection. Analysis of consumer demand for health care, medical technology, and the role of health insurance. Theoretical and empirical analysis of the presence and value of competitive forces in the United States economy. This course assumes a basic understanding of machine learning and covers advanced topics at the frontier of the field in-depth. Why are the level and the growth rate of per-capita income so different across countries? Prerequisites: Econ 4011 and Econ 413. Three 3-unit economics electives drawn from any Econ 4011 prerequisite course, including Econ 4021. L11Econ4721 Advanced Topics in Modern Economic Growth. We will focus on popular experimental anomalies, including the Allais and Rabin paradoxes, ultimatum bargaining, the centipede and public goods contribution games. Prerequisites: Econ 4011 and Econ 413 or Econ 413W. What explains the growth of the world economy since the Industrial Revolution? Econometrics provides a method of testing the validity of these economic models, and the term paper will improve students' writing skills, giving them a chance to write clearly and concisely about technical material. Copyright 2004, 2005, 2006, 2007 WiMAX Forum "WiMAX Forum" and "WiMAX Forum CERTIFIED" are registered trademarks of the WiMAX Forum. Please note: Requests for online registration will be wait listed, and students will be enrolled according to Economics major/minor status and student level (e.g., priority to Level 8 Econ majors). Theory and evidence on supply of and demand for labor, explanation of wage and income differentials; impact of education on human skills and productivity. The PDF will include all information unique to this page. Bryan Coronel MS Data Analytics, Stats @ WashU'23 | Prev @ LinkedIn, Abbott | Seeking Data Science, ML Roles L11Econ413W Introduction to Econometrics with Writing. Arts & Sciences students who declare this major must fulfill the distribution and all other requirements for an AB degree in addition to the specific requirements listed below. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. | March 2, 2023 "Signals, Data & Equity challenges students to analyze commonly used technologies and systems in order to highlight bias found within them. CSE 546 Machine Learning for Big Data . The Friday "A" subsection is an opportunity to get assistance with the STATA-based assignments, via a TA-led help session. Economics students with business interests typically complete at least one internship to obtain practical business experience, and it is possible to obtain academic credit for that internship. An additional approved substitution for the "statistics" requirement of the majors is DAT120 AND DAT121. This course does not count for Economics major/minor elective credit. Prerequisites: Econ 1011 and Econ 1021, or consent of the instructors. What are the determinants of inequality and risk faced by individuals in different countries? This is the version of our website addressed to speakers of English in the United States.If you are a resident of another country or region, please select the . *Of these options, Math 3200 is the preferred course. The course is designed for, and should be taken by, all undergraduates considering graduate study in economics, but all interested students are welcome. Prerequisites: Econ 1011 and Math 2200. Economic function of the city and the role of the city in a national economy. We apply these tools to study strategic situations in industrial organization, auctions, bargaining, voting, and signaling games. Yevgeniy Vorobeychik will use artificial intelligence to improve methods for game-theoretic analysis. The typical number of units earned is 2, with the possibility of a maximum of 3, per semester. Prerequisites: Econ 4011 and Math 2200. The courses they take in fulfillment of this program will count toward their distribution as usual, following the designation of such courses by the College of Arts and Sciences or by approval of the SEAS Undergraduate Studies Committee. Specific grading duties will be determined by the supervising faculty member, in accord with Arts & Sciences policies. The second important topic involves political economy and the supply side: the financing and provision of education. As SEAS students they are also required to complete the usual 18 units of distribution course work in Social Sciences and Humanities. Both may be taken for major or minor credit, and both are elements of the Certificate in Financial Economics. Prerequisites: CSE 247,CSE 417T, ESE 326, Math 233,Math 309, and experiencewith Python (NumPy/Scipy). Students will be expected, at a minimum, to attend lectures and hold office hours. The College of Arts & Sciences and the McKelvey School of Engineering have developed a major that allows students interested in both economics and computer science to combine these two complementary disciplines efficiently, without having to pursue them as two separate majors.
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