ms statistics: data science

A big attraction for people wanting to get into data science is the pay. MS in Data Analytics & Statistics. An English Proficiency test is required for international applicants only. Certificate options include: Biostatistics, Data Mining with SAS, Applied Emphasis All requirements for the Statistics master's degree, including the coterminal master's degree, must be completed within three years of the first quarter of graduate . Found inside – Page 79School Program Degree Stanford University Data Mining and Applications Graduate Certificate C Stanford University M.S. in Statistics: Data Science M ... The Master of Science in Statistics and Data Science provides a sound foundation in statistical theory, statistical methods, numerical methods in statistics, and the application of computer methodology to statistical analyses. The Data Science track in the Statistics and Data Science MS program focuses on data analytics and its application to business, social, and health problems. In fact, data science skills are­­­­­­­ now one of the . The Department of Statistics at FSU offers two MS degrees in Statistics: an MS in Statistics (36 Required Credit Hours) and an MS in Statistics with major in Statistical Data Science (32 Required credit hours). students is possible when resources permit. The M.S. Statistical science focuses on the conversion of raw data into usable information. The MSDS Program officially launched in Fall 2016. MS in Statistics - Data Science and Analytics Track. The program is kept sufficiently flexible to permit students to develop their specific interests. Found inside – Page 183He obtained a B.S. degree in mathematics from the University of Chicago and M.S. and Ph.D. degrees in statistics from Stanford University. *S�}�T>�j���(��b�� ��.�'�f�2�5������J[|��(��>�GgƕeS��]Z'6i�l��f`�h ���HJ�1��!�����ȏ��``J � ���&�]@b� L*@���Ra� 2XCAJ%:;2�, �d�z��9�X,� �����ɐ�� ��M���3���ո�Ń��\� 7�>2ڰ�A�0��71��| #x�w in�7m�1���{c!�f"M� !O�\ While a Data Science master's degree is cutting-edge and progressive . Found inside – Page lviiiThe EBAO employs an interdisciplinary approach, and bridges the gap between different disciplines, including computer science, OR/MS, statistics, data ... As such, critical thinking, communication, and domain-specific knowledge are essential skills. Accurate, reliable salary and compensation comparisons for United . Graduate students may receive financial assistance through fellowships, assistantships, tuition support, or loans. The book concludes with suggestions for reporting trial results that are consistent with universal guidelines recommended by medical journals. At least one of these activities must be verbal, and at least one must be written. As such, critical thinking, communication, and domain-specific knowledge are essential skills. We are pleased to inform you that the Florida State University (FSU) College of Arts and Sciences and the Departments of Computer Science, Mathematics, Scientific Computing, and Statistics have created a new M.S. Found inside – Page 1196Masters Dissertation, Escola Superior de Agricultura Luiz de Queiroz, Universidade de Sa ̃o Paulo. Barnett, V., Lewis, T., 1994. Outliers in Statistical ... Reason 3: The job won't pay as much as you're expecting. 24/05/2021. We are committed to furthering education and research in the rapidly growing field of data science. These are the top undergraduate computer science . Found inside9 OREILLY Data Science with Java Data science is booming thanks to R and Python, ... linear algebra, statistics data targeted discussion of operations, ... Plan of Study (POS) developed by the student and advisor that lists the specific courses to be taken as part of the degree. All MS degrees may be obtained through course work or a thesis option. Graduate Students. Found inside – Page 528The masters program has evolved in requirement of a one-semester consulting course and a week-long written and oral exam driven by scientists with real data ... Data Science and Machine Learning are hot topics. Master's in Statistics Vs Data Science. For more information, see the College of Graduate Studies Funding website, which describes the types of financial assistance available at UCF and provides general guidance in planning your graduate finances. Found insideMS SQL Server 2012 packages provide data scientists with full tools for data ... and data scientists need to go to a lower-level statistics/programming ... Found inside – Page 2The knowledge of statistics helps managers understand data and enables them ... for Social Science (SPSS) or MS Excel output containing regression results. degree in Statistics and Data Science. Students are encouraged to move directly into the Master of Science in Data Science degree program to not lose momentum. 3| Ateneo de Manila University. Graduates of the Master of Science (MS) in Applied Statistics and Data Science will be trained in the data science process, machine learning, data visualization, statistical inference, algorithmic and computational thinking, experimental design, coding, ethics, and algorithmic accountability. This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. 1383 0 obj <>stream Learn more about program tuition and fees. Demand for professionals skilled in data, analytics, and machine learning is exploding. Found inside – Page 55to individual versus team science contributions. ... Each MS-level biostatistician took leadership of examining specific national-level databases included ... To date, very few university degree programs exist for training students for such a large and growing industry in the United States. application deadlines request info. Our MS Statistics: Data Science (MSDS) combines a background in statistical theory, methods and practice related to data science with communication skills to train a new generation of leaders who will use data effectively for planning and decision making. Master of Science (MS), Statistics - Salary - Get a free salary comparison based on job title, skills, experience and education. It requires coursework in Theory for Data Science, Systems for Data Science, Data Analysis and Statistics. Found insideMethods for Statistical Data Analysis of Multivariate Observations ... Goodreau, S. M., M. S. Handcock, D. R. Hunter, C. T. Butts, and M. Morris 2008, 58. The high value placed on interdisciplinary research and education is indicative of The University of Arizona's enthusiasm and commitment to fostering innovation and creativity among its faculty and students. 1365 0 obj <> endobj Data science combines the application of subjects namely computer science, software engineering, mathematics and statistics, programming, economics, and business management. These requirements are: a minimum score of 26 on the Speaking section of the TOEFL (iBT), or a minimum score of 7 on the University’s T-BEST exam, or a minimum score of 50 on the University’s TSE/TAU/SPEAK exam, or be a U.S. Citizen or Permanent Resident. In order to receive financial aid, the GIDP requires that:* each student must exhibit full-time graduate status, which requires registration for a minimum of 9 units each semester; and* each student must maintain a cumulative GPA of 3.0 or higher while enrolled in the Statistics graduate program. Find out more here. The Master of Science in Data Science Online program is a true partnership between the Department of Statistics and Data Sciences and the Department of Computer Science. Students from non-English-speaking countries who have not achieved either this TOEFL iBT or this IELTS English proficiency requirement prior to matriculating into the Statistics GIDP may instead meet the University's requirements for Spoken English Proficiency as stipulated by the Graduate College. About the book Build a Career in Data Science is your guide to landing your first data science job and developing into a valued senior employee. Students must also pass a comprehensive written examination. Masters in Data Science. In this major students take courses focused on skills in computing, mathematics, statistical theory, and the interpretation and display of complex data. Required test(s): Ateneo's MS Data Science program "is a research-oriented degree that provides foundation courses and a range of electives to pursue specific areas of interest. Found inside – Page 112Siegel, R.L., Miller, K.D., Jemal, A.: Cancer statistics, 2020. ... C.P., Andersen, M.S., Krumholz, H.M., McAvay, G.J., Proctor, D., Tinetti, M.E.: Relation ... Data scientists analyze massive data sets to uncover trends and associations, and make theoretically sound decisions on, for example, business, social, and health subjects. I get it. Minimum TOEFL: a minimum score on the Test of English as a Foreign Language (TOEFL) of 550 paper based (PB) or 79 internet-based (iBT). Modern data science is a unified discipline, and it is presented as such. This book is also an appropriate reference for researchers and entry-level graduate students who need to learn real-world analytics and expand their skill set. Found inside – Page 115Figure 9.6 shows a word cloud image generated from the UNT data science program description (https://informationscience.unt.edu/ms-data-science). in Statistics and new trends in data science and analytics. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students. No waivers or exceptions are permitted. In fact, data science skills are­­­­­­­ now one of the . The MPS Program Has Three Main Components. Calendar. Found inside – Page 22Figure 0.1 Domains of an Organisation's Value Chain 5 Figure 0.2 Steps of a Data Analytics Case 6 Figure 0.3 Activating MS Excel's Analysis ToolPak 10 ... Achieve your degree and more as a Knight. The Master of Science in Statistics and Data Science provides students with training in the statistical analysis of data sets, as well as in state-of-the-art data mining techniques. MS in Statistics - Data Science and Analytics Track. UCF prepares you for life beyond the classroom. The Data Science track in the Statistics and Data Science MS program focuses on data analytics and its application to business, social, and health problems. Statistics and Data Science (MS) - Data Science Track. The Graduate College sponsors several Graduate Interdisciplinary Programs (GIDPs) in addition to the many interdisciplinary possibilities available through regular graduate degree programs. Apply Now. Data scientists bring value to organizations across industries because they are able to solve complex challenges with data and drive important decision . Data Science is the #1 career in 2018, according to Glassdoor.com, and this track is specifically designed to enable graduates to enter this rewarding and expanding profession. To facilitate this practice, we have created this document to help guide students through their education in the MS Statistics: Data Science (MSDS) program. Program/Degree Statistics and Data Science (MS) Program Description. Necessary training is provided for students to develop core expertise in statistical theory and methodology, and also for students who will apply their statistical knowledge in practical, transdisciplinary research; targeted subject-matter specialties include, but are not limited to biometry, bioinformatics, biostatistics, econometrics & financial statistics, educational statistics, operations research & applied probability, psychometrics, spatial/spatio-temporal analysis, statistical genetics/genomics, stochastic modeling, and quantitative risk assessment. Found inside – Page 267Frank, I. E. and Friedman, J. H. (1993), A Statistical View of Some Chemometrics ... In Perspectives in Probability and Statistics, Papers in Honou of M. S. ... Data scientists collect, manage, analyze and interpret vast amounts of data with a diverse array of applications. Study MSc in Statistics with Data Science at the University of Edinburgh. In addition, at least one semester of upper-division Probability (e.g., MATH 464) and (for Ph.D. students) two semesters of upper-division Real Analysis (e.g., MATH 425A-425B) are strongly recommended. The Masters Concentration in Data Science teaches you to develop and apply methods to collect, curate, and Students are also strongly encouraged to apply for Research Assistantship support through faculty and fellowship awards from local and national agencies. These courses are: MAC 2311C: Calculus with Analytic Geometry I, MAC 2312: Calculus with Analytic Geometry II, MAC 2313: Calculus with Analytic Geometry III, MAS 3105: Matrix and Linear Algebra or MAS 3106: Linear Algebra. Alumni. Graduate student support is not guaranteed for any student in the program, and as such competition for this assistance is very high. Upon the successful completion of the Data Science M.S. In addition to the School of Statistics and our faculty, data science students are able to tap into experts and resources from thirteen areas across the University, including the College of Science and Engineering, the Institute of Health Informatics, and the School of Public Health Division of . With an MS in statistical science , you can: Develop models to find patterns in massive data sets. Our mission is to develop the next generation of data scientists, trained to meet the challenges of modern interdisciplinary data extraction, analysis, and interpretation. Master of Science Degree in Statistics. Master of Science in Data Science, New York University NYU was the first university in the world to offer an MS degree in data science and its program still has a reputation as one of the best. Our Master's in Data Science program will provide you a comprehensive foundation in the skills and theory of data science, as well as the tools and experience to translate data into clear, innovative, and strategic insights. MS Statistics: Data Science for workforce students: Students coming with 5 or more years in the workforce who have worked extensively with data and are seeking a well-rounded training. Data Science is the #1 career in 2018, according to Glassdoor.com, and this track is specifically designed to enable graduates to enter this rewarding and expanding profession. and Ph.D. applicants must also show scores on the Graduate Record Examination (GRE - general test only) that exceed 75th percentile Quantitative and 50th percentile Verbal. For admission to the M.S. The Graduate College's basic admissions requirements stipulate that scores on the TOEFL or the IELTS must be dated within 24 months of the term of intended enrollment. This measure uses the methodology established in the 2011 Assessment of Research-Doctorate Programs by the National Research Council. Found inside – Page 144Hadi, A. S., & Imon, A. H. M. R. (2018). Identification of multiple outliers in spatial data. International Journal of Statistical Sciences, 16, 87–96. Found inside – Page 410Source DF SS MS F P-value Factor A 1 6.13 6.13 1.94 0.17 Factor B 1 267.43 267.43 84.44 0 Interaction 1 17.01 17.01 5.37 0.026 Error 36 114.01 3.17 — — a) ... The Data Science program takes an average of five quarters to complete. The Statistics & Data Science Interdisciplinary Program offers interdisciplinary courses of study leading to the Master of Science (M.S.) The Department of Statistics and Data Sciences at The University of Texas at Austin has partnered with the Department of Computer Science to offer a Master of Science in Data Science. I won't bore you with how I learned these pieces of advice, as the history is somewhat irrelevan. Enter your information below to receive more information about the Statistics and Data Science (MS) – Data Science Track program offered at UCF. Data science is the study of extracting knowledge from data. 0 The MS in Statistics and Data Science will further enhance job opportunities for its graduates with the emphasis on applied courses and the implementation of statistical methodologies using SAS and R. apply now! Consideration is generally given first to students in the Ph.D. program, although financial support for M.S. Register for our Free AI Conference>>. The program includes computational implementations on real data sets and learning key theoretical concepts while also providing students with necessary skills . The U.S. Bureau of Labor Statistics reports that demand for data science skills will drive a 27.9 percent rise in employment in the field through 2026. Sep 24, 2019. Data science is a broad field focusing on data extraction, maintenance, processing, and reporting; statistics is an area that studies the . %PDF-1.6 %���� Faculty. Scores older than this are considered out-of-date and cannot be used to support a student's application. Hone the predictive analytics skills needed to join the next generation of elite data analysts with the Master of Science in Statistics and Data Science in Temple University's Fox School of Business.This 30-credit graduate degree utilizes an innovative curriculum with classes offered in-person on Temple's Main Campus. Official, competitive GRE or GMAT score taken within the last five years. The purpose of the program is to deliver a comprehensive curriculum in the fields of statistics and data science to prepare students with diverse backgrounds (including statistics, mathematics, computer science, engineering, and other quantitative fields) for the data science workforce or a . For more information, see UCF Graduate Fellowships, which includes descriptions of university fellowships and what you should do to be considered for a fellowship. Minimum GRE Verbal: must exceed 50th percentile International applicants will not be considered for conditional admission by this program. Found inside – Page 25Engineering Evaluation with Data Science Mehmet Sahinoglu ... Math and Statistics for IT (38 core hours) MS. Basic Logic (10) MS. with data and are seeking a well-rounded training. Write articles or proposals and give lectures or presentations for audiences of various levels of sophistication. Data Science is today one of the most rapidly developing disciplines and data scientists are in high demand in the job market. Data science is based . and Doctor of Philosophy (Ph.D.) degrees in Statistics (regular track or statistical informatics track), along with a 12-unit Graduate Certificate. The GIDP supports and encourages the central role of statistical and quantitative thinking in the biological, physical, engineering, financial, and social sciences. The Master of Science in Statistics and Data Science delivers a unique curriculum with the flexibility to customize the program to your industry or interests. This new online master's program embodies the defining principles of Data Science, combining the leaders from both fields, to present a curriculum designed from . Complete application procedures are given in the Applications section of this website. The Data Science program takes an average of five quarters to complete. Completion of the required coursework and units should prompt the student to apply for graduation in Axess. These pre-required courses are basic undergraduate courses from the Math department. Some students may be part-time students (6-8 credits per semester) if they remain in the workforce. and Ph.D. applicants, at least one introductory course in statistical methods (at the level of MATH 263) is required. The Master of Science in Statistics and Data Science, Data Science track focuses on data analytics and its application to business, social, and health problems. The Master of Science in Statistics degree with a major in Mathematics is available in both a thesis (recommended) and a non-thesis option. Contact Information. GRE General test College of Applied Science and Technology, College of Architecture, Planning & Landscape Architecture, James C. Wyant College of Optical Sciences, Community Campus - Community Campus- Outreach, Distance Campus - North Valley-Paradise Valley, Global Microcampus - Ajman - Gulf Medical Univ, Global Microcampus - Amrita Vishwa Vidyapeetham, Global Microcampus - Shenzhen Finance Institute, Global Microcampus - Tianjin - Hebei Univ of Tech, University of Arizona - Main - Oro Valley, International English Language Testing System, https://grad.arizona.edu/catalog/programinfo/STATDSMS, Fall: January 1, delayed applications accepted, talk to Program Coordinator for permission, Spring: December 1 - program permission required, STAT 564/MATH 564 – Theory of Probability, STAT 571A/MATH 571A – Advanced Statistical Regression Analysis, STAT 571B/MATH 571B – Design of Experiments, STAT 688/ABE 688/BIOS 688 – Statistical Consulting, BIOS 648– Analysis of High Dimensional Data, BIOS 684– General Linear and Mixed Effects Models, STAT 567A/MATH 567A – Theoretical Statistics I, STAT 567B/MATH 567B – Theoretical Statistics II, STAT 574B/ECON 574B – Bayesian Statistical Theory and Applications, STAT 574C/SOC 574C – Categorical Data Analysis, STAT 574E/MATH 574E– Environmental Statistics, STAT 574T/MATH 574T – Time Series Analysis, STAT 687/BIOS 687/EPID 687 – Theory of Linear Models, GENE 513 – Statistical Genetics for Quantitative Measures, BIOS 576C– Applied Biostatistics Analysis, BIOS576D– Data Management and the SAS Programming Language, BIOS 675– Clinical Trials and Intervention Studies, BIOS 685 – Special Topics in Biostatistics, ECE 639 –Detection and Estimation in Engineering Systems, ECON 549/AREC 549 – Applied Econometric Analysis, EDP 548 – Statistical Package for Research. The driving factor behind high data science salaries is that organizations are realizing the power of big data and want to use it to drive smart business decisions. Indian Institute of Technology, Kanpur (IIT-K) has introduced two new degree programs, 4-year BS and 5-five year BS-MS degree programs in "Statistics and Data Science". Found inside – Page 132Table 10.2 Least Expensive Data Science Programs College Degree Duration Cost ... University of Alabama MS in applied statistics (data mining track) 9+ mo ... Master of Science Program Applying: Please visit Statistics MS Admissions. An MS Thesis or in lieu of a Thesis, advanced statistical coursework; minimum 3 units as follows: Additional Elective Courses; minimum 12 units from any of the following: A maximum of 4 units of Biostatistics Seminar (CPH 696S/EPID 696S) may be applied towards the Elective MS course requirements. Found inside – Page xiiiFrom Data Extraction to Data Analytics Hulin Wu, Jose Miguel Yamal, Ashraf Yaseen, ... PhD, MS Associate Professor Dept. of Biostatistics and Data Science ... Found inside – Page 101Dr. Nugent received a B.A with majors in mathematics, statistics, and Spanish at Rice University and an M.S. in statistics at Stanford University. The Master of Science in Data Science degree is an on-campus interdisciplinary program offered by the Departments of Computer Science and Engineering, Electrical and Computer Engineering, Mathematics, and Statistics within the University's Colleges of Engineering and Science, and administered jointly with the Texas A&M Institute of Data Science. The Financial Information section of the Graduate Catalog is another key resource. All students entering the Program are required to have a substantive background in mathematics, including at least three semesters of Calculus through multivariable/vector calculus (at the level of MATH 125, MATH 129, MATH 223), one semester of Linear Algebra (at the level of MATH 215), and experience with computer technologies. Financial assistance is available for qualified applicants, in the form of Graduate Research or Teaching Assistantships. The Master of Science in Statistics—Data Science program (MS-DS) at UW-Madison combines a background in statistical theory, methods, and practice related to data science with the communication skills you need to use data effectively for planning and decision making. Found insideWavelets in statistics: A review. Jour. ... Irvine, CA: University of California, School of Information and Computer Science. ... Bartlett, M. S. (1950). Option II, Data Science, which along with statistical techniques puts more emphasis on computer science than Option I, for example, high performance computing, databases, middleware, and scripting. Found insideIn this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. EDP 558 – Educational Tests and Measurements, PSY 507B – Statistical Methods in Psychological Research, EDP 646A – Multivariate Methods in Educational Research, FSHD 617A – Advanced Data Analysis: Structural Equation Modeling, FSHD 617B – Advanced Data Analysis: Dyadic Data Analysis, FSHD 617C – Advanced Data Analysis: Multilevel Modeling, GEOG 579/STAT 579/ECON 579 – Spatial Statistics and Spatial Econometrics, LING 539 – Statistical Natural Language Processing, LING 582 – Advanced Statistical Natural Language Processing, MATH 529 (temporary course ID) – Topics in Modern Analysis, MATH 565C – Stochastic Differential Equations, HWRS 655/C E 655 – Stochastic Methods in Surface Hydrology, MATH 577 –  Topics in Applied Mathematics, MCB 516A/ABE 516A – Statistical Bioinformatics and Genomic Analysis, MGMT 582D – Multivariate Analysis in Management, OPTI 528 –Adaptive Optics and Imaging Through Random Media, PLS 565 – Practical Skills for Next Generation Sequencing Data Analysis, PSY 597G – Graphical Exploratory Data Analysis, RNR 520/GEOG 520 – Advanced Geographic Information Systems, SIE 522 – Engineering Decision Making Under Uncertainty, SIE 531 – Simulation Modeling and Analysis, STAT 574E/MATH 574E/BIOS 574E – Environmental Statistics, STAT 574G/GEOG 574G/MATH 574G – Introduction to Geostatistics. Previous attendance at an English-speaking institution does not satisfy this requirement. 8 min read. Students are encouraged to seek out funding from a variety of sources; the Graduate College has online resources which can facilitate this effort. It participates in a wide range of university consortia that span the fields of computer science, neuroscience, medicine, public policy, and finance. Application Fee: $125. Note, however, that the GIDP imposes additional English proficiency requirements on applicants in order to be eligible for financial aid through the Program. The programs are administered in different ways, even though they share many courses. Found inside – Page 341Tu, Y. K., Smith, G. D., & Gilthorpe, M. S. (2011). A new approach to age-period-cohort analysis using partial least squares regression: The trend in blood ... The program includes computational implementations on real data sets and learning key theoretical concepts. Affiliates. These policies are independent of any specific form of financial assistance (Teaching Assistant, Research Assistant, Fellowship, etc.) The Department offers several graduate programs, one leading to the new Ph.D. degree in Statistics and Data Science, two leading to an M.A. The programs are to be offered from the academic year 2021-22 by its Department of Mathematics and Statistics. Demand for professionals skilled in data, analytics, and machine learning is exploding. and Doctor of Philosophy (Ph.D.) degrees in Statistics (regular track or statistical informatics track), along with a 12-unit Graduate Certificate. Statistics and Data Science is the science of modeling, summarizing, and analyzing data, and of using mathematics and computing tools to make predictions and decisions in the face of uncertainty. (Applicants who wish to submit additional letters may do so; however, letters from non-academic sources are treated with lesser weight by the Recruiting & Admissions Committee.) Data Science. An attendant curriculum vitae is optional, but recommended. All application, admit, and enrollment data are from Fall 2020. Moreover, they will acquire competency in the following areas. Program in Statistics, applicants must have or be in the process of completing a Baccalaureate Degree, either in a mathematical field or a field that makes significant use of quantitative methods, with at least a 3.0 overall grade point average (GPA). The Computer Science Masters with a Concentration in Data Science was created to help meet the need for expanded and enhanced training in the area of data science. Dynamics of active particle systems and active materials: mathematics of robot swarms involving the analysis and simulation of self-organizing particle . (Please note PhD students recieve funding priority and it is rare for a Master's student to receive assistantship funding). These three pillars are not symmetric: the first two together represent the core methodologies and the techniques used in Data Science, while the third pillar is the application domain to which this methodology is applied. It represents a fusion of principles from Statistics and Computer Science that are applied in domain-specific contexts. The information landscape is changing as it has never changed before. Master of Science in Statistical Data Science. Master’s students have the option of completing a thesis in place of the qualifying exam. Additional information on financial support in the GIDP is available in the pertinent section of the Statistics Graduate Student Handbook. M.Sc. Data science consists of 3 pillars: Statistics & Machine Learning, Computer Science & Software Development, and Domain Knowledge. Found inside – Page 91Amalia Vanacore and Maria Sole Pellegrino Abstract In several contexts ranging from medical to social sciences, rater reliability is assessed in terms of ... Postdocs. For information on general UCF graduate admissions requirements that apply to all prospective students, please visit the Admissions section of the Graduate Catalog. Completion of the required coursework and units should prompt the student to apply for graduation in Axess. Several students want to study Masters (MS) in Data Science and Analytics in USA. Fellowships are awarded based on academic merit to highly qualified students. Found insideData science is mostly about statistics and to master in data science, ... MS Excel can be used as a basic tool for a beginner in the field of data science ... : the job won & # x27 ; t pay as much as you & # x27 ; degree... 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