Berkeley Masters In Data Science Cost

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  berkeley masters in data science cost: Law and Policy for the Quantum Age Chris Jay Hoofnagle, Simson L. Garfinkel, 2022-01-06 The Quantum Age cuts through the hype to demystify quantum technologies, their development paths, and the policy issues they raise.
  berkeley masters in data science cost: It's All Analytics! Scott Burk, Gary D. Miner, 2020-05-25 It's All Analytics! The Foundations of AI, Big Data and Data Science Landscape for Professionals in Healthcare, Business, and Government (978-0-367-35968-3, 325690) Professionals are challenged each day by a changing landscape of technology and terminology. In recent history, especially in the last 25 years, there has been an explosion of terms and methods that automate and improve decision-making and operations. One term, analytics, is an overarching description of a compilation of methodologies. But AI (artificial intelligence), statistics, decision science, and optimization, which have been around for decades, have resurged. Also, things like business intelligence, online analytical processing (OLAP) and many, many more have been born or reborn. How is someone to make sense of all this methodology and terminology? This book, the first in a series of three, provides a look at the foundations of artificial intelligence and analytics and why readers need an unbiased understanding of the subject. The authors include the basics such as algorithms, mental concepts, models, and paradigms in addition to the benefits of machine learning. The book also includes a chapter on data and the various forms of data. The authors wrap up this book with a look at the next frontiers such as applications and designing your environment for success, which segue into the topics of the next two books in the series.
  berkeley masters in data science cost: Data Science for Undergraduates National Academies of Sciences, Engineering, and Medicine, Division of Behavioral and Social Sciences and Education, Board on Science Education, Division on Engineering and Physical Sciences, Committee on Applied and Theoretical Statistics, Board on Mathematical Sciences and Analytics, Computer Science and Telecommunications Board, Committee on Envisioning the Data Science Discipline: The Undergraduate Perspective, 2018-11-11 Data science is emerging as a field that is revolutionizing science and industries alike. Work across nearly all domains is becoming more data driven, affecting both the jobs that are available and the skills that are required. As more data and ways of analyzing them become available, more aspects of the economy, society, and daily life will become dependent on data. It is imperative that educators, administrators, and students begin today to consider how to best prepare for and keep pace with this data-driven era of tomorrow. Undergraduate teaching, in particular, offers a critical link in offering more data science exposure to students and expanding the supply of data science talent. Data Science for Undergraduates: Opportunities and Options offers a vision for the emerging discipline of data science at the undergraduate level. This report outlines some considerations and approaches for academic institutions and others in the broader data science communities to help guide the ongoing transformation of this field.
  berkeley masters in data science cost: Data Structures And Algorithms Shi-kuo Chang, 2003-09-29 This is an excellent, up-to-date and easy-to-use text on data structures and algorithms that is intended for undergraduates in computer science and information science. The thirteen chapters, written by an international group of experienced teachers, cover the fundamental concepts of algorithms and most of the important data structures as well as the concept of interface design. The book contains many examples and diagrams. Whenever appropriate, program codes are included to facilitate learning.This book is supported by an international group of authors who are experts on data structures and algorithms, through its website at www.cs.pitt.edu/~jung/GrowingBook/, so that both teachers and students can benefit from their expertise.
  berkeley masters in data science cost: University Finances Dean O. Smith, 2019-03-05 An essential and comprehensive guide to university finances. In University Finances, higher education expert Dean O. Smith • demystifies basic accounting procedures, budgets, debt financing, and financial statements • explores more unusual financial topics, such as methods for calculating fringe benefit rates, bond refunding costs, and indirect cost allocations • shows that the use of university wealth is highly restricted by donors, bondholders, government regulators, and others • answers nuanced questions, like How are USDA formula funds calculated? and Why does the university pursue more and more research funding when it loses money on every grant? • illustrates financial calculations using realistic examples Some of these explanations are unavailable in print or online to anyone but a handful of professional accountants. Rigorous, detailed, and wide-ranging, University Finances is a unique and powerful resource.
  berkeley masters in data science cost: The FAST Mission Robert F. Pfaff Jr., 2012-12-06 1.1. MISSION BACKGROUND The scientific objective of this magnetospheric physics mission was a detailed in vestigation of the Aurora Borealis, or 'Northern Lights'. The fields experiments (electric and magnetic) were constructed by the University of California at Berke ley (UCB), and Los Angeles (UCLA) respectively. The particles instruments were constructed by UCB and the University of New Hampshire in collaboration with Lockheed Palo Alto Research Laboratory. The instrument data processing unit was provided by UCB. The spacecraft bus, telemetry, and launch services were provided by the NASA Goddard Space Flight Center SMEX office. The science principal investigator is Dr C. W. Carlson of UCB, and the program is managed by the SMEX office. The UCB design philosophy emphasizes the demonstration of design margins set by peer review. As a result, each boom system was extensively tested at a prototype level before the flight units were manufactured. Additionally, the design, assembly and testing of each boom mechanism was conducted by a single engineer solely responsible for its success.
  berkeley masters in data science cost: Universities in the Age of Corporate Science Alan P. Rudy, Dawn Coppin, 2007-02-28 Asks the hard questions about partnerships between big business and American universities.
  berkeley masters in data science cost: At Berkeley in the Sixties Jo Freeman, 2004 This book is a memoir and a history of Berkeley in the early Sixties. As a young undergraduate, Jo Freeman was a key participant in the growth of social activism at the University of California, Berkeley. The story is told with the you are there immediacy of Freeman the undergraduate but is put into historical and political context by Freeman the scholar, 35 years later. It draws heavily on documents created at the time--letters, reports, interviews, memos, newspaper stories, FBI files--but is fleshed out with retrospective analysis. As events unfold, the campus conflicts of the Sixties take on a completely different cast, one that may surprise many readers.
  berkeley masters in data science cost: In Pursuit of the PhD William G. Bowen, Neil L. Rudenstine, 2014-07-14 What percentage of graduate students entering PhD programs in the arts and sciences at leading universities actually complete their studies? How do completion rates vary by field of study, scale of graduate program, and type of financial support provided to students? Has the increasing reliance on Teaching Assistantships affected completion rates and time-to-degree? How successful have national fellowship programs been in encouraging students to finish their studies in reasonably short periods of time? What have been the effects of curricular developments and shifts in the state of the job market? How has the overall system of graduate education been affected by the expansion of the 1960s and the subsequent contraction in enrollments and degrees conferred? Is there excess capacity in the system at the present time? This major study seeks to answer fundamental questions of this kind. It is based on an exhaustive analysis of an unparalleled data set consisting of the experiences in graduate school of more than 35,000 students who entered programs in English, history, political science, economics, mathematics, and physics at ten leading universities between 1962 and 1986. In addition, new information has been obtained on the graduate student careers of more than 13,000 winners of prestigious national fellowships such as the Woodrow Wilson and the Danforth. It is the combination of these original data sets with other sources of national data that permits fresh insights into the processes and outcomes of graduate education. The authors conclude that opportunities to achieve significant improvements in the organization and functioning of graduate programs exist--especially in the humanities and related social sciences--and the final part of the book contains their policy recommendations. This will be the standard reference on graduate education for years to come, and it should be read and studied by everyone concerned with the future of graduate education in the United States. Originally published in 1992. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.
  berkeley masters in data science cost: From Berlin to Berkeley Reinhard Bendix, 1990-01-01 From Berlin to Berkeley is an intellectual portrait of one of America's leading social scientists, Reinhard Bendix, and his father, Ludwig Bendix. It is a story of cultural identity and assimilation, of survivors from a course of events that destroyed millions of lives. Reinhard Bendix offers a profound and moving account of his father's life as a lawyer and critic of the German judicial system, his break with Judaism and identification with German culture, and his emigration to Palestine during Hitler's regime. Bendix then examines the relationship with his father and details his youth in Germany, his emigration to America, and his early career as a scholar.
  berkeley masters in data science cost: University Bulletin University of California (System), 1954
  berkeley masters in data science cost: GMAT Foundations of Verbal Manhattan Prep, 2020-01-07 Developed for test-takers who need a refresher, Manhattan Prep's GMAT Foundations of Verbal provides a user-friendly review of basic verbal concepts crucial for GMAT success. Written by active instructors with 99th-percentile scores, GMAT Foundations of Verbal is designed to help students, particularly ESL students, who struggle with the basics of the verbal section of the GMAT. The book comes with robust online resources, including a practice test, a question bank and interactive lessons. Designed to be user-friendly for all students, GMAT Foundations of Verbal provides: Review of foundational grammar such as parts of speech and sentence structure Strategies for tackling the three verbal question types—Sentence Correction, Critical Reasoning, and Reading Comprehension Easy-to-follow examples and comprehensive explanations GMAT Foundations of Verbal is an invaluable resource for any student who wants to cement their understanding and build their basic verbal skills for the GMAT.
  berkeley masters in data science cost: Proceedings of the Seminar on Scientific and Technical Manpower Projections, Including the Formal Papers, April 16-18, 1974 , 1974
  berkeley masters in data science cost: Research in Education , 1974
  berkeley masters in data science cost: How Brains Make Up Their Minds Walter J. Freeman, 2000 I think, therefore I am. The legendary pronouncement of philosopher René Descartes lingers as accepted wisdom in the Western world nearly four centuries after its author's death. But does thought really come first? Who actually runs the show: we, our thoughts, or the neurons firing within our brains? Walter J. Freeman explores how we control our behavior and make sense of the world around us. Avoiding determinism both in sociobiology, which proposes that persons' genes control their brains' functioning, and in neuroscience, which posits that their brains' disposition is molded by chemistry and environmental forces, Freeman charts a new course--one that gives individuals due credit and responsibility for their actions. Drawing upon his five decades of research in neuroscience, Freeman utilizes the latest advances in his field as well as perspectives from disciplines as diverse as mathematics, psychology, and philosophy to explicate how different human brains act in their chosen diverse ways. He clarifies the implications of brain imaging, by which neural activity can be observed during the course of normal movements, and shows how nonlinear dynamics reveals order within the fecund chaos of brain function.
  berkeley masters in data science cost: Bulletin United States. Office of Education, 1930
  berkeley masters in data science cost: A Pattern Language Christopher Alexander, 2018-09-20 You can use this book to design a house for yourself with your family; you can use it to work with your neighbors to improve your town and neighborhood; you can use it to design an office, or a workshop, or a public building. And you can use it to guide you in the actual process of construction. After a ten-year silence, Christopher Alexander and his colleagues at the Center for Environmental Structure are now publishing a major statement in the form of three books which will, in their words, lay the basis for an entirely new approach to architecture, building and planning, which will we hope replace existing ideas and practices entirely. The three books are The Timeless Way of Building, The Oregon Experiment, and this book, A Pattern Language. At the core of these books is the idea that people should design for themselves their own houses, streets, and communities. This idea may be radical (it implies a radical transformation of the architectural profession) but it comes simply from the observation that most of the wonderful places of the world were not made by architects but by the people. At the core of the books, too, is the point that in designing their environments people always rely on certain languages, which, like the languages we speak, allow them to articulate and communicate an infinite variety of designs within a forma system which gives them coherence. This book provides a language of this kind. It will enable a person to make a design for almost any kind of building, or any part of the built environment. Patterns, the units of this language, are answers to design problems (How high should a window sill be? How many stories should a building have? How much space in a neighborhood should be devoted to grass and trees?). More than 250 of the patterns in this pattern language are given: each consists of a problem statement, a discussion of the problem with an illustration, and a solution. As the authors say in their introduction, many of the patterns are archetypal, so deeply rooted in the nature of things that it seemly likely that they will be a part of human nature, and human action, as much in five hundred years as they are today.
  berkeley masters in data science cost: Resources in Education , 1985
  berkeley masters in data science cost: Knowledge Production and Contradictory Functions in African Higher Education Nico Cloete, Peter Maassen, 2015-03-01 The dominant global discourse in higher education now focuses on world-class universities inevitably located predominantly in North America, Europe and, increasingly, East Asia. The rest of the world, including Africa, is left to play catch-up. But that discourse should focus rather on the tensions, even contradictions, between excellence and engagement with which all universities must grapple. Here the African experience has much to offer the high-participation and generously resourced systems of the so-called developed world. This book offers a critical review of that experience, and so makes a major contribution to our understanding of higher education.
  berkeley masters in data science cost: Scientific and Technical Aerospace Reports , 1990
  berkeley masters in data science cost: Teachers' Guide to Child Development Arch Oliver Heck, California. State Curriculum Commission, Edith Anna Lathrop, Fletcher Bascom Dresslar, Frank Kale Foster, Gabriel E. Loftfield, James Frederick Abel, James Frederick Rogers, Walter Herbert Gaumnitz, Ward W Keesecker, Haskell Pruett, 1930
  berkeley masters in data science cost: Proceedings of the Seminar on Scientific and Technical Manpower Projections, Including the Formal Papers , 1976
  berkeley masters in data science cost: Peterson's Graduate Programs in Engineering and Applied Sciences, 1996 Peterson's Guides, Peterson's Guides Staff, Peterson's, 1995-12-10 Graduate students depend on this series and ask for it by name. Why? For over 30 years, it's been the only one-stop source that supplies all of their information needs. The new editions of this six-volume set contain the most comprehensive information available on more than 1,500 colleges offering over 31,000 master's, doctoral, and professional-degree programs in more than 350 disciplines.New for 1997 -- Non-degree-granting research centers, institutes, and training programs that are part of a graduate degree program.Five discipline-specific volumes detail entrance and program requirements, deadlines, costs, contacts, and special options, such as distance learning, for each program, if available. Each Guide features The Graduate Adviser, which discusses entrance exams, financial aid, accreditation, and more.Interest in these fields has never been higher! And this is the source to the 3,400 programs currently available -- from bioengineering and computer science to construction management.
  berkeley masters in data science cost: Sustaining University Program Research United States. National Aeronautics and Space Administration,
  berkeley masters in data science cost: Environmental Economics and Policy Lynne Lewis, Thomas H. Tietenberg, 2019-11-26 Environmental Economics and Policy is a best-selling text for environmental economics courses. Offering a policy-oriented approach, it introduces economic theory, empirical fieldwork, and case studies that show how underlying economic principles provided the foundation for environmental policies. Key features include: Introductions to the theory and method of environmental economics, including externalities, benefit-cost analysis, valuation methods, and ecosystem goods and services. Extensive coverage of the major issues including climate change mitigation and adaptation, air and water pollution, and environmental justice. Boxed Examples and Debates throughout the text, which highlight global examples and major talking points. This text will be of use to undergraduate students of economics. Students will leave the course with a global perspective of how environmental economics has played and can continue to play a role in promoting fair and efficient environmental management. The text is fully supported with end-of-chapter summaries, discussion questions, and self-test exercises in the book. Additional online resources include references, as well as PowerPoint slides for each chapter.
  berkeley masters in data science cost: Open Sources Chris DiBona, Sam Ockman, 1999-01-03 Freely available source code, with contributions from thousands of programmers around the world: this is the spirit of the software revolution known as Open Source. Open Source has grabbed the computer industry's attention. Netscape has opened the source code to Mozilla; IBM supports Apache; major database vendors haved ported their products to Linux. As enterprises realize the power of the open-source development model, Open Source is becoming a viable mainstream alternative to commercial software.Now in Open Sources, leaders of Open Source come together for the first time to discuss the new vision of the software industry they have created. The essays in this volume offer insight into how the Open Source movement works, why it succeeds, and where it is going.For programmers who have labored on open-source projects, Open Sources is the new gospel: a powerful vision from the movement's spiritual leaders. For businesses integrating open-source software into their enterprise, Open Sources reveals the mysteries of how open development builds better software, and how businesses can leverage freely available software for a competitive business advantage.The contributors here have been the leaders in the open-source arena: Brian Behlendorf (Apache) Kirk McKusick (Berkeley Unix) Tim O'Reilly (Publisher, O'Reilly & Associates) Bruce Perens (Debian Project, Open Source Initiative) Tom Paquin and Jim Hamerly (mozilla.org, Netscape) Eric Raymond (Open Source Initiative) Richard Stallman (GNU, Free Software Foundation, Emacs) Michael Tiemann (Cygnus Solutions) Linus Torvalds (Linux) Paul Vixie (Bind) Larry Wall (Perl) This book explains why the majority of the Internet's servers use open- source technologies for everything from the operating system to Web serving and email. Key technology products developed with open-source software have overtaken and surpassed the commercial efforts of billion dollar companies like Microsoft and IBM to dominate software markets. Learn the inside story of what led Netscape to decide to release its source code using the open-source mode. Learn how Cygnus Solutions builds the world's best compilers by sharing the source code. Learn why venture capitalists are eagerly watching Red Hat Software, a company that gives its key product -- Linux -- away.For the first time in print, this book presents the story of the open- source phenomenon told by the people who created this movement.Open Sources will bring you into the world of free software and show you the revolution.
  berkeley masters in data science cost: Electing Peace Aila M. Matanock, 2017-07-25 This book examines the causes and consequences of post-conflict elections in securing and stabilizing peace agreements without the need to send troops. It will interest scholars and advanced students of civil war and peacebuilding in comparative politics, political sociology, and peace and conflict studies.
  berkeley masters in data science cost: Born to Be Good: The Science of a Meaningful Life Dacher Keltner, 2009-10-05 “A landmark book in the science of emotions and its implications for ethics and human universals.”—Library Journal, starred review In this startling study of human emotion, Dacher Keltner investigates an unanswered question of human evolution: If humans are hardwired to lead lives that are “nasty, brutish, and short,” why have we evolved with positive emotions like gratitude, amusement, awe, and compassion that promote ethical action and cooperative societies? Illustrated with more than fifty photographs of human emotions, Born to Be Good takes us on a journey through scientific discovery, personal narrative, and Eastern philosophy. Positive emotions, Keltner finds, lie at the core of human nature and shape our everyday behavior—and they just may be the key to understanding how we can live our lives better. Some images in this ebook are not displayed owing to permissions issues.
  berkeley masters in data science cost: How I Became a Quant Richard R. Lindsey, Barry Schachter, 2011-01-11 Praise for How I Became a Quant Led by two top-notch quants, Richard R. Lindsey and Barry Schachter, How I Became a Quant details the quirky world of quantitative analysis through stories told by some of today's most successful quants. For anyone who might have thought otherwise, there are engaging personalities behind all that number crunching! --Ira Kawaller, Kawaller & Co. and the Kawaller Fund A fun and fascinating read. This book tells the story of how academics, physicists, mathematicians, and other scientists became professional investors managing billions. --David A. Krell, President and CEO, International Securities Exchange How I Became a Quant should be must reading for all students with a quantitative aptitude. It provides fascinating examples of the dynamic career opportunities potentially open to anyone with the skills and passion for quantitative analysis. --Roy D. Henriksson, Chief Investment Officer, Advanced Portfolio Management Quants--those who design and implement mathematical models for the pricing of derivatives, assessment of risk, or prediction of market movements--are the backbone of today's investment industry. As the greater volatility of current financial markets has driven investors to seek shelter from increasing uncertainty, the quant revolution has given people the opportunity to avoid unwanted financial risk by literally trading it away, or more specifically, paying someone else to take on the unwanted risk. How I Became a Quant reveals the faces behind the quant revolution, offering you?the?chance to learn firsthand what it's like to be a?quant today. In this fascinating collection of Wall Street war stories, more than two dozen quants detail their roots, roles, and contributions, explaining what they do and how they do it, as well as outlining the sometimes unexpected paths they have followed from the halls of academia to the front lines of an investment revolution.
  berkeley masters in data science cost: Genetically Modified and other Innovative Vector Control Technologies Brij Kishore Tyagi, 2022-01-01 This book comprehensively covers the latest development in developing and deploying the genetically modified vectors, particularly Anopheles and Aedes mosquitoes responsible for transmitting malaria parasites and dengue viruses, the most deadly and/or debilitating among all the vector-borne diseases. It is considered timely and commensurate to bring about a book dealing with the various ecological, biological and social as well as regulatory aspects for the deployment of genetically modified vectors in special context with the biosafety of humans, his associates, and the environment. Written by an array of specialists and experts in various subjects of genetically modified organisms, this book centrally addresses the (i) basic principles of the genetic manipulation of vectors and they are potential impact on human and the environment, (ii) ecological, biological, ethical, legal and social implications of the use of genetically modified vectors, (iii) identification of potential hazards; assessment and management of risks for human and environment; risk/benefit analysis, (iv) principles and practices for the assessment and management of biosecurity and biosafety in laboratories (and in the field), (v) guiding principles for creation and management of institutional or national biosafety review boards and ethics review committees, and (vi) development and application of a biosafety regulatory framework and its related legal principles at national levels for securing the development and use of vector control methods based on genetic modification strategies. This publication will be useful to researchers, scientists, and professionals engaged in academic and research institutions, government or non-government, as well as students in universities and medical colleges.
  berkeley masters in data science cost: Public Health Research Methods Greg Guest, Emily E. Namey, 2015 Providing a comprehensive foundation for planning, executing, and monitoring public health research of all types, this book goes beyond traditional epidemiologic research designs to cover technology-based approaches emerging in the new public health landscape.
  berkeley masters in data science cost: Two-Year Colleges - 2010 Peterson's, 2009-07-24 Now Let Us Find the Right One for You. Peterson's has more than 40 years of experience working with students, parents, educators, guidance counselors, and administrators in helping to match the right student with the right college. We do our research. You'll find only the most objective and accurate information in our guides and on Petersons.com. We're with you every step of the way. With Peterson's resources for test prep, financial aid, essay writing, and education exploration, you'll be prepared for success. Cost should never be a barrier to receiving a high-quality education. Peterson's provides the information and guidance you need on tuition, scholarships, and financial aid to make education more affordable. What's Inside? Up-to-date facts and figures on application requirements, tuition, degree programs, student body profiles, faculty, and contacts Quick-Reference Chart to pinpoint colleges that meet your criteria Valuable tips on preparing for and scoring high on standardized tests Expert advice for adult learners and international students Book jacket.
  berkeley masters in data science cost: Monthly Catalog of United States Government Publications , 1984
  berkeley masters in data science cost: H.R. 7178 (Superseded by H.R. 7689) United States. Congress. House. Committee on Science and Technology, 1980
  berkeley masters in data science cost: Proceedings of the International Symposium on Remote Sensing of Environment , 1975
  berkeley masters in data science cost: Financing a Graduate Education United States. Office of Education, Richard C. McKee, 1964
  berkeley masters in data science cost: Peterson's Annual Guides to Graduate Study , 1982-12
  berkeley masters in data science cost: Opportunities for a Career in Mining & Metallurgy Nickolas J. Themelis, 1983
  berkeley masters in data science cost: C.R.E.A. Bulletin Committee on the relation of electricity to agriculture, 1925
  berkeley masters in data science cost: Cyber-Risk Informatics Mehmet Sahinoglu, 2016-05-23 This book provides a scientific modeling approach for conducting metrics-based quantitative risk assessments of cybersecurity vulnerabilities and threats. This book provides a scientific modeling approach for conducting metrics-based quantitative risk assessments of cybersecurity threats. The author builds from a common understanding based on previous class-tested works to introduce the reader to the current and newly innovative approaches to address the maliciously-by-human-created (rather than by-chance-occurring) vulnerability and threat, and related cost-effective management to mitigate such risk. This book is purely statistical data-oriented (not deterministic) and employs computationally intensive techniques, such as Monte Carlo and Discrete Event Simulation. The enriched JAVA ready-to-go applications and solutions to exercises provided by the author at the book’s specifically preserved website will enable readers to utilize the course related problems. • Enables the reader to use the book's website's applications to implement and see results, and use them making ‘budgetary’ sense • Utilizes a data analytical approach and provides clear entry points for readers of varying skill sets and backgrounds • Developed out of necessity from real in-class experience while teaching advanced undergraduate and graduate courses by the author Cyber-Risk Informatics is a resource for undergraduate students, graduate students, and practitioners in the field of Risk Assessment and Management regarding Security and Reliability Modeling. Mehmet Sahinoglu, a Professor (1990) Emeritus (2000), is the founder of the Informatics Institute (2009) and its SACS-accredited (2010) and NSA-certified (2013) flagship Cybersystems and Information Security (CSIS) graduate program (the first such full degree in-class program in Southeastern USA) at AUM, Auburn University’s metropolitan campus in Montgomery, Alabama. He is a fellow member of the SDPS Society, a senior member of the IEEE, and an elected member of ISI. Sahinoglu is the recipient of Microsoft's Trustworthy Computing Curriculum (TCC) award and the author of Trustworthy Computing (Wiley, 2007).
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