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| data science engineering minor ucla: Power to the Transfer Dimpal Jain, Santiago N. Bernal Melendez, Alfred R. Herrera, 2020-02-01 Currently, U.S. community colleges serve nearly half of all students of color in higher education who, for a multitude of reasons, do not continue their education by transferring to a university. For those students who do transfer, often the responsibility for the application process, retention, graduation, and overall success is placed on them rather than their respective institutions. This book aims to provide direction toward the development and maintenance of a transfer receptive culture, which is defined as an institutional commitment by a university to support transfer students of color. A transfer receptive culture explicitly acknowledges the roles of race and racism in the vertical transfer process from a community college to a university and unapologetically centers transfer as a form of equity in the higher education pipeline. The framework is guided by critical race theory in education, which acknowledges the role of white supremacy and its contemporary and historical role in shaping institutions of higher learning. |
| data science engineering minor ucla: High-Dimensional Probability Roman Vershynin, 2018-09-27 An integrated package of powerful probabilistic tools and key applications in modern mathematical data science. |
| data science engineering minor ucla: Behavior and Evolution , 1967 |
| data science engineering minor ucla: HyperCities Todd Samuel Presner, David Shepard, Yoh Kawano, 2014 More than a physical space, a hypercity is a real city overlaid with information networks that document the past, catalyze the present, and project future possibilities. Hypercities are always under construction. HyperCities puts digital humanities theory into practice to chart the proliferating cultural records of places around the world. |
| data science engineering minor ucla: Immigration as a Social Determinant of Health National Academies of Sciences, Engineering, and Medicine, Health and Medicine Division, Board on Population Health and Public Health Practice, Roundtable on the Promotion of Health Equity, 2019-01-28 Since 1965 the foreign-born population of the United States has swelled from 9.6 million or 5 percent of the population to 45 million or 14 percent in 2015. Today, about one-quarter of the U.S. population consists of immigrants or the children of immigrants. Given the sizable representation of immigrants in the U.S. population, their health is a major influence on the health of the population as a whole. On average, immigrants are healthier than native-born Americans. Yet, immigrants also are subject to the systematic marginalization and discrimination that often lead to the creation of health disparities. To explore the link between immigration and health disparities, the Roundtable on the Promotion of Health Equity held a workshop in Oakland, California, on November 28, 2017. This summary of that workshop highlights the presentations and discussions of the workshop. |
| data science engineering minor ucla: Digital_Humanities Anne Burdick, Johanna Drucker, Peter Lunenfeld, Todd Presner, Jeffrey Schnapp, 2016-02-12 A visionary report on the revitalization of the liberal arts tradition in the electronically inflected, design-driven, multimedia language of the twenty-first century. Digital_Humanities is a compact, game-changing report on the state of contemporary knowledge production. Answering the question “What is digital humanities?,” it provides an in-depth examination of an emerging field. This collaboratively authored and visually compelling volume explores methodologies and techniques unfamiliar to traditional modes of humanistic inquiry—including geospatial analysis, data mining, corpus linguistics, visualization, and simulation—to show their relevance for contemporary culture. Written by five leading practitioner-theorists whose varied backgrounds embody the intellectual and creative diversity of the field, Digital_Humanities is a vision statement for the future, an invitation to engage, and a critical tool for understanding the shape of new scholarship. |
| data science engineering minor ucla: Communities in Action National Academies of Sciences, Engineering, and Medicine, Health and Medicine Division, Board on Population Health and Public Health Practice, Committee on Community-Based Solutions to Promote Health Equity in the United States, 2017-04-27 In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome. |
| data science engineering minor ucla: Cheating Tim Groseclose, 2014-04 Because of California's Proposition 209, public universities such as UCLA cannot use race as a factor in admissions. However, as this book shows, UCLA gives significant preferences to African Americans, while it discriminates against Asians. The author, a professor of political science and economics at UCLA, documents what he witnessed as a member of UCLA's faculty oversight committee for admissions. He also describes findings from a UCLA internal report as well as statistics from a large data set that he has posted online. All show that UCLA is breaking the law. The discrimination is not simply a byproduct of class-based preferences. For instance, for one aspect of the admissions process, a rich African American's chance of admission is almost double that of a poor Asian, even when the two applicants have identical grades, SAT scores, and other factors. |
| data science engineering minor ucla: The Art of Doing Science and Engineering Richard W. Hamming , 2020-05-26 A groundbreaking treatise by one of the great mathematicians of our time, who argues that highly effective thinking can be learned. What spurs on and inspires a great idea? Can we train ourselves to think in a way that will enable world-changing understandings and insights to emerge? Richard Hamming said we can, and first inspired a generation of engineers, scientists, and researchers in 1986 with You and Your Research, an electrifying sermon on why some scientists do great work, why most don't, why he did, and why you should, too. The Art of Doing Science and Engineering is the full expression of what You and Your Research outlined. It's a book about thinking; more specifically, a style of thinking by which great ideas are conceived. The book is filled with stories of great people performing mighty deeds––but they are not meant to simply be admired. Instead, they are to be aspired to, learned from, and surpassed. Hamming consistently returns to Shannon’s information theory, Einstein’s relativity, Grace Hopper’s work on high-level programming, Kaiser’s work on digital fillers, and his own error-correcting codes. He also recounts a number of his spectacular failures as clear examples of what to avoid. Originally published in 1996 and adapted from a course that Hamming taught at the U.S. Naval Postgraduate School, this edition includes an all-new foreword by designer, engineer, and founder of Dynamicland Bret Victor, and more than 70 redrawn graphs and charts. The Art of Doing Science and Engineering is a reminder that a childlike capacity for learning and creativity are accessible to everyone. Hamming was as much a teacher as a scientist, and having spent a lifetime forming and confirming a theory of great people, he prepares the next generation for even greater greatness. |
| data science engineering minor ucla: Learning to Solve Problems by Searching for Macro-operators Richard E. Korf, 1985 This monograph explores the idea of learning efficient strategies for solving problems by searching for macro-operators. |
| data science engineering minor ucla: The Dawn Mission to Minor Planets 4 Vesta and 1 Ceres Christopher Russell, Carol Raymond, 2012-07-27 Dawn is the first mission to orbit a main belt asteroid and the first scientific mission to use ion propulsion. Major objectives of this mission include mapping of the surfaces of 4 Vesta and 1 Ceres, determining its topography from stereo measurements, determining its mineralogy, measuring its elemental composition and obtaining gravity data. This book describes the Dawn mission, its exploration and scientific objectives, the instruments that accomplish those objectives, the operations plan and the education and outreach plan. It is directed to those studying asteroids and the evolution of the solar system. This volume will be a valuable reference for anyone who uses data from the instruments of the DAWN mission. Previously published in Space Science Reviews, Vol. 163/1-4, 2012. |
| data science engineering minor ucla: How Information Systems Came to Rule the World Burt Swanson, 2021-12-24 This book offers a fresh perspective on information systems, a field of study and practice currently undergoing substantial upheaval, even as it expands rapidly and widely with new technologies and applications. Mapping the field as it has developed, the author firmly establishes the under-recognized importance of the field, and grounds it firmly in the subject’s history. He argues against the view of enthusiasts who believe that the field has somehow moved beyond information systems to something more exotic and offers a short and compelling manifesto on behalf of the field and its future. Offering a comprehensive insight into the significance of the information systems field, this book will appeal primarily to scholars and practitioners working in information systems, management, communication studies, technology studies, and related areas. |
| data science engineering minor ucla: Cardiovascular Biomechanics Peter R. Hoskins, Patricia V. Lawford, Barry J. Doyle, 2017-02-16 This book provides a balanced presentation of the fundamental principles of cardiovascular biomechanics research, as well as its valuable clinical applications. Pursuing an integrated approach at the interface of the life sciences, physics and engineering, it also includes extensive images to explain the concepts discussed. With a focus on explaining the underlying principles, this book examines the physiology and mechanics of circulation, mechanobiology and the biomechanics of different components of the cardiovascular system, in-vivo techniques, in-vitro techniques, and the medical applications of this research. Written for undergraduate and postgraduate students and including sample problems at the end of each chapter, this interdisciplinary text provides an essential introduction to the topic. It is also an ideal reference text for researchers and clinical practitioners, and will benefit a wide range of students and researchers including engineers, physicists, biologists and clinicians who are interested in the area of cardiovascular biomechanics. |
| data science engineering minor ucla: Fahrenheit 451 Ray Bradbury, 1968 A fireman in charge of burning books meets a revolutionary school teacher who dares to read. Depicts a future world in which all printed reading material is burned. |
| data science engineering minor ucla: Essentials of Geographic Information Systems Michael Edward Shin, Jonathan Campbell, Sierra Burkhart, 2022 |
| data science engineering minor ucla: Dynamic Biosystem Modeling & Simulation Methodology - Integrated & Accessible Joseph Distefano, 3rd, 2019-09-16 This textbook is uniquely crafted for use in teaching undergraduate students in the life, math, computer and other sciences and engineering. It is INTRODUCTORY LEVEL, for students who have taken or are currently completing their undergraduate math requirements, and are acquiring analytical-thinking and doing skills, along with introductory biology, chemistry and physics subject matter. It's about learning HOW to model and simulate dynamic biological systems, which also makes it useful for graduate students and professional researchers who want a more rigorous treatment of introductory life science math modeling, integrated with the biology. It brings together the multidisciplinary pedagogy of these subjects into a SINGLE INTRODUCTORY MODELING METHODOLOGY COURSE, crystalizing the experience of an author who has been teaching dynamic biosystems modeling and simulation methodology for the life sciences for more than 50 years. DiStefano maximizes accessibility and systems-math-biology integration - without diminishing conceptual rigor. Minimally essential applied math and SYSTEMS ENGINEERING METHODS are included, along with a synopsis of the biology and physiology underlying dynamic biosystem modeling, all in a modeling pedagogy context. This textbook fills a major need in the training of contemporary biology students.Dynamic biosystems modeling methodology is presented over 12 distinctive chapters, primarily with systems diagrams and simple differential equations and algebra for expressing them quantitatively, integrated with the biology. Solving and analyzing (quantifying) the biomodels are then accomplished by simulation, using a facile control system simulation language Simulink, a GUI/Matlab toolbox that emulates control systems diagramming, rather than by coding the model in a standard computer programming language. Students see and work with the system model - not the code - a big plus. Higher math and complex analytical solutions are avoided.Each chapter begins with a list of LEARNING GOALS, to help with both perspective for the chapter material, and retrospective, to measure learning. EXERCISES for the student at the end of each chapter are designed to test and reinforce learning. A SOLUTIONS MANUAL for chapter exercises is available to qualified instructors from the author, as are LECTURE SLIDES and LAB ASSIGNMENTS AND SOLUTIONS, for courses that adopt the textbook for student use. |
| data science engineering minor ucla: Extraordinary Outcomes Iris R. Firstenberg, Moshe F. Rubinstein, 2014-08-25 Steel your team against the unexpected by planning for uncertainty Extraordinary Outcomes presents an innovative approach to thinking and planning, giving leaders a playbook for dealing with uncertainty. Written by internationally recognized authorities on problem solving and creativity in organizations, this book provides an alternative outlook on business strategy and people management for leaders navigating uncertain waters, where the future is anything but guaranteed. The framework is the result of research in multiple fields and the authors' experiences with individuals, teams, and organizations, with examples from real-world situations that illustrate the concepts and dynamics at work to give readers deeper insight. The focus is on conquering uncertainty – eliminating it where possible, reducing it where it can be reduced, and embracing it when it's inevitable. Traditional ways of thinking and planning do not work in the face of an uncertain future. Frequently there are just no guarantees, nothing written in stone, and even a fortune-teller couldn't accurately predict the outcome. Extraordinary Outcomes helps leaders prepare for that, with strategies geared toward preparedness and embracing uncertainty. Learn why skills and talent are only two pieces of a bigger puzzle Discover how to better galvanize the team, and keep them motivated long-term Connect to a purpose that inspires enthusiastic engagement Conquer uncertainty, and develop a strategy for dealing with mistakes No one likes to be caught off guard, and the consequences can be severe at the organizational level. Leaders can't be psychic, but they can plan for possible outcomes and always have a solution at the ready. For those who like to have an answer for everything, Extraordinary Outcomes provides a roadmap toward an uncertainty-proof strategy for doing business. |
| data science engineering minor ucla: Alliance Formation in Civil Wars Fotini Christia, 2012-11-12 Some of the most brutal and long-lasting civil wars of our time involve the rapid formation and disintegration of alliances among warring groups, as well as fractionalization within them. It would be natural to suppose that warring groups form alliances based on shared identity considerations - such as Christian groups allying with Christian groups - but this is not what we see. Two groups that identify themselves as bitter foes one day, on the basis of some identity narrative, might be allies the next day and vice versa. Nor is any group, however homogeneous, safe from internal fractionalization. Rather, looking closely at the civil wars in Afghanistan and Bosnia and testing against the broader universe of fifty-three cases of multiparty civil wars, Fotini Christia finds that the relative power distribution between and within various warring groups is the primary driving force behind alliance formation, alliance changes, group splits and internal group takeovers. |
| data science engineering minor ucla: Music and Ritual Keith Howard, 2006 Cultural Writing. Published through Muske, whose purpose is to research, recover, document and conserve the world's ethnomusicological heritage and to disseminate it across a wide audience, the papers in MUSIC AND RITUAL were first prepared for a panel...at the 2005 annual conference of the British Forum for Ethnomusicology....At the conference, it seemed timely to return to how performance informs, illustrates and interpenetrates ritual, without setting a clear, narrow, agenda in our call for papers...[These papers] explore questions raised by the performance of music and movement, and their interrelationships, in artistic practice beyond the European art and popular music canons--from the Introduction by Keith Howard. |
| data science engineering minor ucla: Writing Your Journal Article in Twelve Weeks Wendy Laura Belcher, 2009-01-20 This book provides you with all the tools you need to write an excellent academic article and get it published. |
| data science engineering minor ucla: The Gender Gap in College: Maximizing the Developmental Potential of Women and Men Linda J. Sax, Alexander W. Astin, Helen S. Astin, 2008-09-02 Praise for The Gender Gap in College Linda Sax has produced an encyclopedic volume comparing women's and men's development during the undergraduate years. We believe it is destined to become a classic in the higher education literature. —From the Foreword by Alexander W. Astin and Helen S. Astin Using findings from an important national data set, Linda Sax has skillfully crafted a definitive work about the gender gap in college. It is a major scholarly achievement that will be influential for many years to come. —Ernest Pascarella, Petersen Professor of Higher Education, University of Iowa Linda Sax has produced a meticulously researched, carefully documented analysis that identifies many ways that college impacts men and women differently. This book will be an invaluable resource to researchers and practitioners seeking to better understand and serve traditional-age students at four-year colleges and universities. —Jacqueline E. King, assistant vice president, Center for Policy Analysis, American Council on Education |
| data science engineering minor ucla: Effective Conservation Science Peter M. Kareiva, Michelle Marvier, Brian R. Silliman, 2018 This novel text assembles some of the most intriguing voices in modern conservation biology. Collectively they highlight many of the most challenging questions being asked in conservation science today, each of which will benefit from new experiments, new data, and new analyses. The book's principal aim is to inspire readers to tackle these uncomfortable issues head-on. A second goal is to be reflective and consider how the field has reacted to challenges to orthodoxy, and to what extent have or can these challenges advance conservation science. Furthermore, several chapters discuss how to guard against confirmation bias. The overall goal is that this book will lead to greater conservation of ecosystems and biodiversity by harnessing the engine of constructive scientific scepticism in service of better results. |
| data science engineering minor ucla: Mathematics for Economists Carl P. Simon, Lawrence Blume, 1994 Mathematics for Economists, a new text for advanced undergraduate and beginning graduate students in economics, is a thoroughly modern treatment of the mathematics that underlies economic theory. An abundance of applications to current economic analysis, illustrative diagrams, thought-provoking exercises, careful proofs, and a flexible organisation-these are the advantages that Mathematics for Economists brings to today's classroom. |
| data science engineering minor ucla: Policy Analytics, Modelling, and Informatics J Ramon Gil-Garcia, Theresa A. Pardo, Luis F. Luna-Reyes, 2017-10-03 This book provides a comprehensive approach to the study of policy analytics, modelling and informatics. It includes theories and concepts for understanding tools and techniques used by governments seeking to improve decision making through the use of technology, data, modelling, and other analytics, and provides relevant case studies and practical recommendations. Governments around the world face policy issues that require strategies and solutions using new technologies, new access to data and new analytical tools and techniques such as computer simulation, geographic information systems, and social network analysis for the successful implementation of public policy and government programs. Chapters include cases, concepts, methodologies, theories, experiences, and practical recommendations on data analytics and modelling for public policy and practice, and addresses a diversity of data tools, applied to different policy stages in several contexts, and levels and branches of government. This book will be of interest of researchers, students, and practitioners in e-government, public policy, public administration, policy analytics and policy informatics. |
| data science engineering minor ucla: Transforming California Stephanie S. Pincetl, 2003-03-10 In Transforming California, Stephanie Pincetl argues that the transformation of nature in order to enhance economic development lies at the heart of much of the state's recent history. She sees late-twentieth-century California on a path of continued environmental degradation, gripped by cynicism about government. Transforming California describes the evolution of the state's institutions of government as they apply to land use and development, and it shows how land-use decisions affect people's quality of life and their daily interactions with each other and with their environment. Pincetl offers an alternative vision for the renewal of the democratic spirit and process in California and for a reconciliation with nature. |
| data science engineering minor ucla: Biological Collections National Academies of Sciences, Engineering, and Medicine, Division on Earth and Life Studies, Board on Life Sciences, Committee on Biological Collections: Their Past, Present, and Future Contributions and Options for Sustaining Them, 2021-01-29 Biological collections are a critical part of the nation's science and innovation infrastructure and a fundamental resource for understanding the natural world. Biological collections underpin basic science discoveries as well as deepen our understanding of many challenges such as global change, biodiversity loss, sustainable food production, ecosystem conservation, and improving human health and security. They are important resources for education, both in formal training for the science and technology workforce, and in informal learning through schools, citizen science programs, and adult learning. However, the sustainability of biological collections is under threat. Without enhanced strategic leadership and investments in their infrastructure and growth many biological collections could be lost. Biological Collections: Ensuring Critical Research and Education for the 21st Century recommends approaches for biological collections to develop long-term financial sustainability, advance digitization, recruit and support a diverse workforce, and upgrade and maintain a robust physical infrastructure in order to continue serving science and society. The aim of the report is to stimulate a national discussion regarding the goals and strategies needed to ensure that U.S. biological collections not only thrive but continue to grow throughout the 21st century and beyond. |
| data science engineering minor ucla: UCLA Librarian , 1984 |
| data science engineering minor ucla: Computational Fluid Dynamics Takeo Kajishima, Kunihiko Taira, 2016-10-01 This textbook presents numerical solution techniques for incompressible turbulent flows that occur in a variety of scientific and engineering settings including aerodynamics of ground-based vehicles and low-speed aircraft, fluid flows in energy systems, atmospheric flows, and biological flows. This book encompasses fluid mechanics, partial differential equations, numerical methods, and turbulence models, and emphasizes the foundation on how the governing partial differential equations for incompressible fluid flow can be solved numerically in an accurate and efficient manner. Extensive discussions on incompressible flow solvers and turbulence modeling are also offered. This text is an ideal instructional resource and reference for students, research scientists, and professional engineers interested in analyzing fluid flows using numerical simulations for fundamental research and industrial applications. |
| data science engineering minor ucla: Homeland Security Technology Challenges Giorgio Franceschetti, Marina Grossi, 2008 This practical book offers you expert guidance on sensors and the preprocessing of sensed data, the handling of sensed data with secure and safe procedures, and the design, modeling and simulation of complex HS systems. You learn how to store, encrypt and mine sensitive data. Further, the book shows how data is transmitted and received along wired or wireless networks, operating on electromagnetic channels. |
| data science engineering minor ucla: Experimental Long-lead Forecast Bulletin , 1995 |
| data science engineering minor ucla: The Agile Start-Up Jeff Scheinrock, Matt Richter-Sand, 2013-09-16 An inspiring and impactful compilation of the most important lessons of entrepreneurship The tools of a digital age make it easier than ever to start a new business. And with billion-dollar IPOs and acquisitions making weekly headlines, the potential rewards are enormous. But even with all of the advantages and resources that today's entrepreneurs have access to, the likelihood of any one business succeeding is slim. That's why you need the simple, clear lessons found in The Agile Startup. Engaging and informative, The Agile Startup doesn't offer step-by-step instructions on how to build a better mousetrap. Instead, it shows you how to build companies that continually adapt to the real world. Along the way, you'll discover you're not alone in your entrepreneurial endeavors, and that almost every challenge a startup can face has already been faced, and overcome, by someone in the past. Contains lessons culled from decades of creating successful companies, which includes possessing a flexible mindset Provides valuable insights, based on a market-driven philosophy, regarding launching and managing products, businesses, and brands Written by two authors who have a combined sixty-plus years of startup experience and understand the reasons behind their successes and failures A companion Website contains supplementary material that allows you to learn in a hands-on fashion long after closing the book The journey of a startup is daunting. Think about everything that has to be overcome and you'll quickly see that the odds are stacked heavily against you. But with The Agile Startup as your guide, you'll learn exactly what it takes to succeed in your entrepreneurial endeavors. |
| data science engineering minor ucla: Right College, Right Price Frank Palmasani, 2013 Describes how the Financial Fit program can help families determine how much college will really cost beyond the sticker price and factor cost into the college search, and explains how to maximize financial aid benefits. |
| data science engineering minor ucla: Management 405 , 2010 |
| data science engineering minor ucla: Audit Studies: Behind the Scenes with Theory, Method, and Nuance S. Michael Gaddis, 2018-02-20 This book offers practical instruction on the use of audit studies in the social sciences. It features essays from sociologists, economists, and other experts who have employed this powerful and flexible tool. Readers will learn how to implement an audit study to examine a variety of questions in their own research. The essays first discuss situations where audit studies are the most effective. These tools allow researchers to make strong causal claims and explore questions that are often difficult to answer with observational data. Audit studies also stand as the single best way to conduct research on discrimination. The authors highlight what these studies have uncovered about labor market processes in the past decade. The next section gives some guidance on how to design an audit study. The essays cover the difficult task of getting a study through an institutional review board, the technical setup of matching procedures, and statistical power and analysis techniques. The last part focuses on more advanced aspects. Coverage includes understanding context, what variables may signal, and the use of technology. The book concludes with a discussion of challenges and limitations with an eye towards the future of audit studies. “Field experiments studying and testing for housing and labor market discrimination have, rightly, become the dominant mode of discrimination-related research in economics and sociology. This book brings together a number of interesting and useful perspectives on these field experiments. Many different kinds of readers will find it valuable, ranging from those interested in getting an overview of the evidence, to researchers looking for guidance on the nuts and bolts of conducting these complex experiments.” David Neumark, Chancellor’s Professor of Economics at the University of California – Irvine “For decades, researchers have used experimental audit studies to uncover discrimination in a variety of markets. Although this approach has become more popular in recent years, few publications provide detailed information on the design and implementation of the method. This volume provides the first deep examination of the audit method, with details on the practical, political, analytical, and theoretical considerations of this research. Social scientists interested in consuming or contributing to this literature will find this volume immensely useful.” Devah Pager, Professor of Sociology and Public Policy at Harvard University |
| data science engineering minor ucla: Building Problem Solvers Kenneth D. Forbus, Johan De Kleer, 1993 After working through Building Problem Solvers, readers should have a deep understanding of pattern directed inference systems, constraint languages, and truth maintenance systems. |
| data science engineering minor ucla: Bioinformatics Algorithms Phillip Compeau, Pavel Pevzner, 1986-06 Bioinformatics Algorithms: an Active Learning Approach is one of the first textbooks to emerge from the recent Massive Online Open Course (MOOC) revolution. A light-hearted and analogy-filled companion to the authors' acclaimed online course (http://coursera.org/course/bioinformatics), this book presents students with a dynamic approach to learning bioinformatics. It strikes a unique balance between practical challenges in modern biology and fundamental algorithmic ideas, thus capturing the interest of students of biology and computer science students alike.Each chapter begins with a central biological question, such as Are There Fragile Regions in the Human Genome? or Which DNA Patterns Play the Role of Molecular Clocks? and then steadily develops the algorithmic sophistication required to answer this question. Hundreds of exercises are incorporated directly into the text as soon as they are needed; readers can test their knowledge through automated coding challenges on Rosalind (http://rosalind.info), an online platform for learning bioinformatics.The textbook website (http://bioinformaticsalgorithms.org) directs readers toward additional educational materials, including video lectures and PowerPoint slides. |
| data science engineering minor ucla: Who's Asking? Douglas L. Medin, Megan Bang, 2014-01-03 Analysis and case studies show that including different orientations toward the natural world makes for more effective scientific practice and science education. The answers to scientific questions depend on who's asking, because the questions asked and the answers sought reflect the cultural values and orientations of the questioner. These values and orientations are most often those of Western science. In Who's Asking?, Douglas Medin and Megan Bang argue that despite the widely held view that science is objective, value-neutral, and acultural, scientists do not shed their cultures at the laboratory or classroom door; their practices reflect their values, belief systems, and worldviews. Medin and Bang argue further that scientist diversity—the participation of researchers and educators with different cultural orientations—provides new perspectives and leads to more effective science and better science education. Medin and Bang compare Native American and European American orientations toward the natural world and apply these findings to science education. The European American model, they find, sees humans as separated from nature; the Native American model sees humans as part of a natural ecosystem. Medin and Bang then report on the development of ecologically oriented and community-based science education programs on the Menominee reservation in Wisconsin and at the American Indian Center of Chicago. Medin and Bang's novel argument for scientist diversity also has important implications for questions of minority underrepresentation in science. |
| data science engineering minor ucla: Department of the Interior and Related Agencies Appropriations for 1981 United States. Congress. House. Committee on Appropriations. Subcommittee on Department of the Interior and Related Agencies, 1980 |
| data science engineering minor ucla: Interdisciplining Digital Humanities Julie Thompson Klein, 2015-01-05 Interdisciplining Digital Humanities sorts through definitions and patterns of practice over roughly sixty-five years of work, providing an overview for specialists and a general audience alike. It is the only book that tests the widespread claim that Digital Humanities is interdisciplinary. By examining the boundary work of constructing, expanding, and sustaining a new field, it depicts both the ways this new field is being situated within individual domains and dynamic cross-fertilizations that are fostering new relationships across academic boundaries. It also accounts for digital reinvigorations of “public humanities” in cultural heritage institutions of museums, archives, libraries, and community forums. |
| data science engineering minor ucla: Cognitive Upgrade: an Educator's Guide for Shaping Success Acacia Warren, 2019-02 A HIGHLY RECOMMENDED FRAMEWORK FOR MAXIMIZING POTENTIAL AND PERFORMANCE! This book draws from the author's professional experience as a K-12 teacher and administrator in urban schools, and most recent experience in teacher education at the university level. Cognitive theory is highlighted from a practitioner's standpoint. The Cognitive Upgrade framework is an innovative approach to transforming practices, mindsets, and pedagogical spaces in 21st century classrooms. The academic language and content is applicable to pre-service candidates, teachers, leaders, researchers, parents, and students. The uniqueness of the book is highlighted through Tech Connects, Cognitive Tasks, and Q&As with eleven professionals whose work directly impacts youth. Within these pages, you will also find: 1) Creative and inspiring approaches to learning, 2) Research and empirical studies, 3) Turnkey techniques for accelerating achievement, 4) Self-help strategies, 5) College, career, and real-world application, 6) Celebrity voices in support of education, 7) Information about trauma and social emotional learning, and 8) Personal anecdotes from the author. Essential components of a Cognitive Upgrade include Beliefs and Expectations, Motivation and Action, Competence and Problem-Solving, Competition and Innovation, and Persistence and Resilience. This book will immediately enhance potential and performance in students as they strive towards greater academic and personal success. |
Data and Digital Outputs Management Plan (DDOMP)
Data and Digital Outputs Management Plan (DDOMP)
Building New Tools for Data Sharing and Reuse through a …
Jan 10, 2019 · The SEI CRA will closely link research thinking and technological innovation toward accelerating the full path of discovery-driven data use and open science. This will enable a …
Open Data Policy and Principles - Belmont Forum
The data policy includes the following principles: Data should be: Discoverable through catalogues and search engines; Accessible as open data by default, and made available with …
Belmont Forum Adopts Open Data Principles for Environmental …
Jan 27, 2016 · Adoption of the open data policy and principles is one of five recommendations in A Place to Stand: e-Infrastructures and Data Management for Global Change Research, …
Belmont Forum Data Accessibility Statement and Policy
The DAS encourages researchers to plan for the longevity, reusability, and stability of the data attached to their research publications and results. Access to data promotes reproducibility, …
Climate-Induced Migration in Africa and Beyond: Big Data and …
CLIMB will also leverage earth observation and social media data, and combine them with survey and official statistical data. This holistic approach will allow us to analyze migration process …
Advancing Resilience in Low Income Housing Using Climate …
Jun 4, 2020 · Environmental sustainability and public health considerations will be included. Machine Learning and Big Data Analytics will be used to identify optimal disaster resilient …
Belmont Forum
What is the Belmont Forum? The Belmont Forum is an international partnership that mobilizes funding of environmental change research and accelerates its delivery to remove critical …
Waterproofing Data: Engaging Stakeholders in Sustainable Flood …
Apr 26, 2018 · Waterproofing Data investigates the governance of water-related risks, with a focus on social and cultural aspects of data practices. Typically, data flows up from local levels to …
Data Management Annex (Version 1.4) - Belmont Forum
A full Data Management Plan (DMP) for an awarded Belmont Forum CRA project is a living, actively updated document that describes the data management life cycle for the data to be …
Data and Digital Outputs Management Plan (DDOMP)
Data and Digital Outputs Management Plan (DDOMP)
Building New Tools for Data Sharing and Reuse through a …
Jan 10, 2019 · The SEI CRA will closely link research thinking and technological innovation toward accelerating the full path of discovery-driven data use and open science. This will …
Open Data Policy and Principles - Belmont Forum
The data policy includes the following principles: Data should be: Discoverable through catalogues and search engines; Accessible as open data by default, and made available with …
Belmont Forum Adopts Open Data Principles for Environmental …
Jan 27, 2016 · Adoption of the open data policy and principles is one of five recommendations in A Place to Stand: e-Infrastructures and Data Management for Global Change Research, …
Belmont Forum Data Accessibility Statement and Policy
The DAS encourages researchers to plan for the longevity, reusability, and stability of the data attached to their research publications and results. Access to data promotes reproducibility, …
Climate-Induced Migration in Africa and Beyond: Big Data and …
CLIMB will also leverage earth observation and social media data, and combine them with survey and official statistical data. This holistic approach will allow us to analyze migration process …
Advancing Resilience in Low Income Housing Using Climate …
Jun 4, 2020 · Environmental sustainability and public health considerations will be included. Machine Learning and Big Data Analytics will be used to identify optimal disaster resilient …
Belmont Forum
What is the Belmont Forum? The Belmont Forum is an international partnership that mobilizes funding of environmental change research and accelerates its delivery to remove critical …
Waterproofing Data: Engaging Stakeholders in Sustainable Flood …
Apr 26, 2018 · Waterproofing Data investigates the governance of water-related risks, with a focus on social and cultural aspects of data practices. Typically, data flows up from local levels …
Data Management Annex (Version 1.4) - Belmont Forum
A full Data Management Plan (DMP) for an awarded Belmont Forum CRA project is a living, actively updated document that describes the data management life cycle for the data to be …
