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| benefits of masters in computer science: Advanced Database Systems Nabil R. Adam, Bharat K. Bhargava, 1993-12-08 Database management is attracting wide interest in both academic and industrial contexts. New application areas such as CAD/CAM, geographic information systems, and multimedia are emerging. The needs of these application areas are far more complex than those of conventional business applications. The purpose of this book is to bring together a set of current research issues that addresses a broad spectrum of topics related to database systems and applications. The book is divided into four parts: - object-oriented databases, - temporal/historical database systems, - query processing in database systems, - heterogeneity, interoperability, open system architectures, multimedia database systems. |
| benefits of masters in computer science: Information, Systems and Information Systems Peter Checkland, Sue Holwell, 1998 Information, Systems and Information Systems making sense of the field Peter Checkland and Sue Holwell Lancaster University, UK Science-based technology helps to shape our lives, and no technology is more powerful in this respect than that associated with information. But the emerging linked fields of information systems and information technology are still in a very confused state. There is a torrent of technical developments but the concepts which bring structure to the field and make sense of it lag behind. This book seeks to dispel that confusion, and aims to make sense of IS and IT as a whole. Conventional theory bears little relation to the experience most people have with computer-based systems in organizations. Based on real-world experiences in both the private and public sectors, this book from Peter Checkland and Sue Holwell tackles the subject afresh. Information, Systems and Information Systems provides a practice-based approach to the thinking needed to underpin provision of information support in organizations. Starting from fundamentals, the book develops a coherent account of the field. The book is thus a work of conceptual cleansing. It presents a well-argued and tested account of IS and IT which is both holistic and coherent. The sense-making models which emerge can encompass any particular assumptions about the nature of organizational reality and management, whether 'hard' functionalist or 'soft' interpretive ones, though the authors' sympathies are with the latter. |
| benefits of masters in computer science: Computers and Life Jeffrey Frates, William Moldrup, 1983 |
| benefits of masters in computer science: Graduate STEM Education for the 21st Century National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Board on Higher Education and Workforce, Committee on Revitalizing Graduate STEM Education for the 21st Century, 2018-09-21 The U.S. system of graduate education in science, technology, engineering, and mathematics (STEM) has served the nation and its science and engineering enterprise extremely well. Over the course of their education, graduate students become involved in advancing the frontiers of discovery, as well as in making significant contributions to the growth of the U.S. economy, its national security, and the health and well-being of its people. However, continuous, dramatic innovations in research methods and technologies, changes in the nature and availability of work, shifts in demographics, and expansions in the scope of occupations needing STEM expertise raise questions about how well the current STEM graduate education system is meeting the full array of 21st century needs. Indeed, recent surveys of employers and graduates and studies of graduate education suggest that many graduate programs do not adequately prepare students to translate their knowledge into impact in multiple careers. Graduate STEM Education for the 21st Century examines the current state of U.S. graduate STEM education. This report explores how the system might best respond to ongoing developments in the conduct of research on evidence-based teaching practices and in the needs and interests of its students and the broader society it seeks to serve. This will be an essential resource for the primary stakeholders in the U.S. STEM enterprise, including federal and state policymakers, public and private funders, institutions of higher education, their administrators and faculty, leaders in business and industry, and the students the system is intended to educate. |
| benefits of masters in computer science: Developing Analytic Talent Vincent Granville, 2014-03-24 Learn what it takes to succeed in the the most in-demand tech job Harvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT professionals. Data science involves extracting, creating, and processing data to turn it into business value. With over 15 years of big data, predictive modeling, and business analytics experience, author Vincent Granville is no stranger to data science. In this one-of-a-kind guide, he provides insight into the essential data science skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common job interview questions, sample resumes, and source code. The applications are endless and varied: automatically detecting spam and plagiarism, optimizing bid prices in keyword advertising, identifying new molecules to fight cancer, assessing the risk of meteorite impact. Complete with case studies, this book is a must, whether you're looking to become a data scientist or to hire one. Explains the finer points of data science, the required skills, and how to acquire them, including analytical recipes, standard rules, source code, and a dictionary of terms Shows what companies are looking for and how the growing importance of big data has increased the demand for data scientists Features job interview questions, sample resumes, salary surveys, and examples of job ads Case studies explore how data science is used on Wall Street, in botnet detection, for online advertising, and in many other business-critical situations Developing Analytic Talent: Becoming a Data Scientist is essential reading for those aspiring to this hot career choice and for employers seeking the best candidates. |
| benefits of masters in computer science: Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments National Academies of Sciences, Engineering, and Medicine, Division on Engineering and Physical Sciences, Computer Science and Telecommunications Board, Policy and Global Affairs, Board on Higher Education and Workforce, Committee on the Growth of Computer Science Undergraduate Enrollments, 2018-04-28 The field of computer science (CS) is currently experiencing a surge in undergraduate degree production and course enrollments, which is straining program resources at many institutions and causing concern among faculty and administrators about how best to respond to the rapidly growing demand. There is also significant interest about what this growth will mean for the future of CS programs, the role of computer science in academic institutions, the field as a whole, and U.S. society more broadly. Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments seeks to provide a better understanding of the current trends in computing enrollments in the context of past trends. It examines drivers of the current enrollment surge, relationships between the surge and current and potential gains in diversity in the field, and the potential impacts of responses to the increased demand for computing in higher education, and it considers the likely effects of those responses on students, faculty, and institutions. This report provides recommendations for what institutions of higher education, government agencies, and the private sector can do to respond to the surge and plan for a strong and sustainable future for the field of CS in general, the health of the institutions of higher education, and the prosperity of the nation. |
| benefits of masters in computer science: The Ring Programming Language Mahmoud Fayed, 2017-03-04 Innovative and practical general-purpose multi-paradigm language. |
| benefits of masters in computer science: The Musician's Way : A Guide to Practice, Performance, and Wellness Gerald Klickstein, 2009-08-06 In The Musician's Way, veteran performer and educator Gerald Klickstein combines the latest research with his 30 years of professional experience to provide aspiring musicians with a roadmap to artistic excellence. Part I, Artful Practice, describes strategies to interpret and memorize compositions, fuel motivation, collaborate, and more. Part II, Fearless Performance, lifts the lid on the hidden causes of nervousness and shows how musicians can become confident performers. Part III, Lifelong Creativity, surveys tactics to prevent music-related injuries and equips musicians to tap their own innate creativity. Written in a conversational style, The Musician's Way presents an inclusive system for all instrumentalists and vocalists to advance their musical abilities and succeed as performing artists. |
| benefits of masters in computer science: 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. |
| benefits of masters in computer science: Hackers & Painters Paul Graham, 2004-05-18 The author examines issues such as the rightness of web-based applications, the programming language renaissance, spam filtering, the Open Source Movement, Internet startups and more. He also tells important stories about the kinds of people behind technical innovations, revealing their character and their craft. |
| benefits of masters in computer science: Ultralearning Scott H. Young, 2019-08-06 Now a Wall Street Journal bestseller. Learn a new talent, stay relevant, reinvent yourself, and adapt to whatever the workplace throws your way. Ultralearning offers nine principles to master hard skills quickly. This is the essential guide to future-proof your career and maximize your competitive advantage through self-education. In these tumultuous times of economic and technological change, staying ahead depends on continual self-education—a lifelong mastery of fresh ideas, subjects, and skills. If you want to accomplish more and stand apart from everyone else, you need to become an ultralearner. The challenge of learning new skills is that you think you already know how best to learn, as you did as a student, so you rerun old routines and old ways of solving problems. To counter that, Ultralearning offers powerful strategies to break you out of those mental ruts and introduces new training methods to help you push through to higher levels of retention. Scott H. Young incorporates the latest research about the most effective learning methods and the stories of other ultralearners like himself—among them Benjamin Franklin, chess grandmaster Judit Polgár, and Nobel laureate physicist Richard Feynman, as well as a host of others, such as little-known modern polymath Nigel Richards, who won the French World Scrabble Championship—without knowing French. Young documents the methods he and others have used to acquire knowledge and shows that, far from being an obscure skill limited to aggressive autodidacts, ultralearning is a powerful tool anyone can use to improve their career, studies, and life. Ultralearning explores this fascinating subculture, shares a proven framework for a successful ultralearning project, and offers insights into how you can organize and exe - cute a plan to learn anything deeply and quickly, without teachers or budget-busting tuition costs. Whether the goal is to be fluent in a language (or ten languages), earn the equivalent of a college degree in a fraction of the time, or master multiple tools to build a product or business from the ground up, the principles in Ultralearning will guide you to success. |
| benefits of masters in computer science: The Computational Beauty of Nature Gary William Flake, 2000-01-27 Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. In this book Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. Distinguishing agents (e.g., molecules, cells, animals, and species) from their interactions (e.g., chemical reactions, immune system responses, sexual reproduction, and evolution), Flake argues that it is the computational properties of interactions that account for much of what we think of as beautiful and interesting. From this basic thesis, Flake explores what he considers to be today's four most interesting computational topics: fractals, chaos, complex systems, and adaptation. Each of the book's parts can be read independently, enabling even the casual reader to understand and work with the basic equations and programs. Yet the parts are bound together by the theme of the computer as a laboratory and a metaphor for understanding the universe. The inspired reader will experiment further with the ideas presented to create fractal landscapes, chaotic systems, artificial life forms, genetic algorithms, and artificial neural networks. |
| benefits of masters in computer science: The Golden Passport Duff McDonald, 2017-04-25 With The Firm, financial journalist Duff McDonald pulled back the curtain on consulting giant McKinsey & Company. In The Golden Passport, he reveals the inner works of a singular nexus of power, ambition, and influence: Harvard Business School. Harvard University still occupies a unique place in the public’s imagination, but the Harvard Business School eclipsed its parent in terms of influence on modern society long ago. A Harvard degree guarantees respect. But a Harvard MBA near-guarantees entrance into Western capitalism’s most powerful realm—the corner office. And because the School shapes the way its powerful graduates think, its influence extends well beyond their own lives. It affects the organizations they command, the economy they dominate, and society itself. Decisions and priorities at HBS touch every single one of us. Most people have a vague knowledge of the power of the HBS network, but few understand the dynamics that have made HBS an indestructible and dominant force for almost a century. Graduates of HBS share more than just an alma mater. They also share a way of thinking about how the world should work, and they have successfully molded the world to that vision—that is what truly binds them together. In addition to teasing out the essence of this exclusive, if not necessarily “secret” club, McDonald explores two important questions: Has the school failed at reaching the goal it set for itself—“the multiplication of men who will handle their current business problems in socially constructive ways?” Is HBS complicit in the moral failings of Western capitalism? At a time of soaring economic inequality and growing political unrest, this hard-hitting yet fair portrait offers a much-needed look at an institution that has had a profound influence not just in the world of business but on the shape of our society—and on all our lives. |
| benefits of masters in computer science: The Productive Programmer Neal Ford, 2008-07-03 Anyone who develops software for a living needs a proven way to produce it better, faster, and cheaper. The Productive Programmer offers critical timesaving and productivity tools that you can adopt right away, no matter what platform you use. Master developer Neal Ford not only offers advice on the mechanics of productivity-how to work smarter, spurn interruptions, get the most out your computer, and avoid repetition-he also details valuable practices that will help you elude common traps, improve your code, and become more valuable to your team. You'll learn to: Write the test before you write the code Manage the lifecycle of your objects fastidiously Build only what you need now, not what you might need later Apply ancient philosophies to software development Question authority, rather than blindly adhere to standards Make hard things easier and impossible things possible through meta-programming Be sure all code within a method is at the same level of abstraction Pick the right editor and assemble the best tools for the job This isn't theory, but the fruits of Ford's real-world experience as an Application Architect at the global IT consultancy ThoughtWorks. Whether you're a beginner or a pro with years of experience, you'll improve your work and your career with the simple and straightforward principles in The Productive Programmer. |
| benefits of masters in computer science: Java Programming Ralph Bravaco, Shai Simonson, 2009-02-01 Java Programming, From The Ground Up, with its flexible organization, teaches Java in a way that is refreshing, fun, interesting and still has all the appropriate programming pieces for students to learn. The motivation behind this writing is to bring a logical, readable, entertaining approach to keep your students involved. Each chapter has a Bigger Picture section at the end of the chapter to provide a variety of interesting related topics in computer science. The writing style is conversational and not overly technical so it addresses programming concepts appropriately. Because of the flexibile organization of the text, it can be used for a one or two semester introductory Java programming class, as well as using Java as a second language. The text contains a large variety of carefully designed exercises that are more effective than the competition. |
| benefits of masters in computer science: TTL Cookbook Don Lancaster, 1974 This best selling book has become the standard reference to TTL devices. It tells what they are, how they work, and how to use them. TTL Cookbook is filled with typical circuits and practical applications to aid the user who wants to learn about and use TTL. Book jacket. |
| benefits of masters in computer science: The Google Resume Gayle Laakmann McDowell, 2011-01-25 The Google Resume is the only book available on how to win a coveted spot at Google, Microsoft, Apple, or other top tech firms. Gayle Laakmann McDowell worked in Google Engineering for three years, where she served on the hiring committee and interviewed over 120 candidates. She interned for Microsoft and Apple, and interviewed with and received offers from ten tech firms. If you’re a student, you’ll learn what to study and how to prepare while in school, as well as what career paths to consider. If you’re a job seeker, you’ll get an edge on your competition by learning about hiring procedures and making yourself stand out from other candidates. Covers key concerns like what to major in, which extra-curriculars and other experiences look good, how to apply, how to design and tailor your resume, how to prepare for and excel in the interview, and much more Author was on Google’s hiring committee; interned at Microsoft and Apple; has received job offers from more than 10 tech firms; and runs CareerCup.com, a site devoted to tech jobs Get the only comprehensive guide to working at some of America’s most dynamic, innovative, and well-paying tech companies with The Google Resume. |
| benefits of masters in computer science: Swarm Intelligence Felix Chan, Manoj Tiwari, 2007-12-01 In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded researchers to find the possible ways of easing the solution of the problems. This has motivated the researchers to grasp ideas from the nature and implant it in the engineering sciences. This way of thinking led to emergence of many biologically inspired algorithms that have proven to be efficient in handling the computationally complex problems with competence such as Genetic Algorithm (GA), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), etc. Motivated by the capability of the biologically inspired algorithms the present book on Swarm Intelligence: Focus on Ant and Particle Swarm Optimization aims to present recent developments and applications concerning optimization with swarm intelligence techniques. The papers selected for this book comprise a cross-section of topics that reflect a variety of perspectives and disciplinary backgrounds. In addition to the introduction of new concepts of swarm intelligence, this book also presented some selected representative case studies covering power plant maintenance scheduling; geotechnical engineering; design and machining tolerances; layout problems; manufacturing process plan; job-shop scheduling; structural design; environmental dispatching problems; wireless communication; water distribution systems; multi-plant supply chain; fault diagnosis of airplane engines; and process scheduling. I believe these 27 chapters presented in this book adequately reflect these topics. |
| benefits of masters in computer science: Five Minutes to a Higher Salary Lewis C. Lin, 2015-01-02 Written by bestselling author and salary negotiation expert, Lewis C. Lin, Five Minutes to a Higher Salary reveals how you can get a higher salary in five minutes or less. Easily get higher salary outcomes by using the book's scripted email and phone templates for over 60 negotiation scenarios. Unlike other negotiation books, you will never be left guessing how to apply a negotiation theory or principle. The book tells how to phrase your negotiation request, including the exact words to use. Scenarios covered include negotiating: Raises Base salaries Bonuses Stock options Early review More vacation time Flexible hours Relocation assistance Tuition reimbursement Severance package Visa sponsorship Special BONUSES include: The magical ONE MINUTE salary negotiation script Frequently asked questions about the negotiation process, including common mistakes and SECRET tactics Six bonus email and phone scripts for RECRUITERS and HIRING MANAGERS to close candidates |
| benefits of masters in computer science: High Wizardry Diane Duane, 2003-10 The first three novels in Diane Duane's Young Wizards series are now available in digest size that are ideal for middle grade fans of all things magical. |
| benefits of masters in computer science: Digital Minimalism Cal Newport, 2019-02-05 A New York Times, Wall Street Journal, Publishers Weekly, and USA Today bestseller Newport is making a bid to be the Marie Kondo of technology: someone with an actual plan for helping you realize the digital pursuits that do, and don't, bring value to your life.--Ezra Klein, Vox Minimalism is the art of knowing how much is just enough. Digital minimalism applies this idea to our personal technology. It's the key to living a focused life in an increasingly noisy world. In this timely and enlightening book, the bestselling author of Deep Work introduces a philosophy for technology use that has already improved countless lives. Digital minimalists are all around us. They're the calm, happy people who can hold long conversations without furtive glances at their phones. They can get lost in a good book, a woodworking project, or a leisurely morning run. They can have fun with friends and family without the obsessive urge to document the experience. They stay informed about the news of the day, but don't feel overwhelmed by it. They don't experience fear of missing out because they already know which activities provide them meaning and satisfaction. Now, Newport gives us a name for this quiet movement, and makes a persuasive case for its urgency in our tech-saturated world. Common sense tips, like turning off notifications, or occasional rituals like observing a digital sabbath, don't go far enough in helping us take back control of our technological lives, and attempts to unplug completely are complicated by the demands of family, friends and work. What we need instead is a thoughtful method to decide what tools to use, for what purposes, and under what conditions. Drawing on a diverse array of real-life examples, from Amish farmers to harried parents to Silicon Valley programmers, Newport identifies the common practices of digital minimalists and the ideas that underpin them. He shows how digital minimalists are rethinking their relationship to social media, rediscovering the pleasures of the offline world, and reconnecting with their inner selves through regular periods of solitude. He then shares strategies for integrating these practices into your life, starting with a thirty-day digital declutter process that has already helped thousands feel less overwhelmed and more in control. Technology is intrinsically neither good nor bad. The key is using it to support your goals and values, rather than letting it use you. This book shows the way. |
| benefits of masters in computer science: 101 Careers in Mathematics: Fourth Edition Deanna Haunsperger, Robert Thompson, 2019-09-24 What can you do with a degree in math? This book addresses this question with 125 career profiles written by people with degrees and backgrounds in mathematics. With job titles ranging from sports analyst to science writer to inventory specialist to CEO, the volume provides ample evidence that one really can do nearly anything with a degree in mathematics. These professionals share how their mathematical education shaped their career choices and how mathematics, or the skills acquired in a mathematics education, is used in their daily work. The degrees earned by the authors profiled here are a good mix of bachelors, masters, and PhDs. With 114 completely new profiles since the third edition, the careers featured within accurately reflect current trends in the job market. College mathematics faculty, high school teachers, and career counselors will all find this a useful resource. Career centers, mathematics departments, and student lounges should have a copy available for student browsing. In addition to the career profiles, the volume contains essays from career counseling professionals on the topics of job-searching, interviewing, and applying to graduate school. |
| benefits of masters in computer science: How to Start a Business Analyst Career Laura Brandenburg, 2015-01-02 You may be wondering if business analysis is the right career choice, debating if you have what it takes to be successful as a business analyst, or looking for tips to maximize your business analysis opportunities. With the average salary for a business analyst in the United States reaching above $90,000 per year, more talented, experienced professionals are pursuing business analysis careers than ever before. But the path is not clear cut. No degree will guarantee you will start in a business analyst role. What's more, few junior-level business analyst jobs exist. Yet every year professionals with experience in other occupations move directly into mid-level and even senior-level business analyst roles. My promise to you is that this book will help you find your best path forward into a business analyst career. More than that, you will know exactly what to do next to expand your business analysis opportunities. |
| benefits of masters in computer science: The Reasoned Schemer, second edition Daniel P. Friedman, William E. Byrd, Oleg Kiselyov, Jason Hemann, 2018-03-09 A new edition of a book, written in a humorous question-and-answer style, that shows how to implement and use an elegant little programming language for logic programming. The goal of this book is to show the beauty and elegance of relational programming, which captures the essence of logic programming. The book shows how to implement a relational programming language in Scheme, or in any other functional language, and demonstrates the remarkable flexibility of the resulting relational programs. As in the first edition, the pedagogical method is a series of questions and answers, which proceed with the characteristic humor that marked The Little Schemer and The Seasoned Schemer. Familiarity with a functional language or with the first five chapters of The Little Schemer is assumed. For this second edition, the authors have greatly simplified the programming language used in the book, as well as the implementation of the language. In addition to revising the text extensively, and simplifying and revising the “Laws” and “Commandments,” they have added explicit “Translation” rules to ease translation of Scheme functions into relations. |
| benefits of masters in computer science: Computerworld , 2003-12-01 For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network. |
| benefits of masters in computer science: Grids, Clouds and Virtualization Massimo Cafaro, Giovanni Aloisio, 2010-09-14 Research into grid computing has been driven by the need to solve large-scale, increasingly complex problems for scientific applications. Yet the applications of grid computing for business and casual users did not begin to emerge until the development of the concept of cloud computing, fueled by advances in virtualization techniques, coupled with the increased availability of ever-greater Internet bandwidth. The appeal of this new paradigm is mainly based on its simplicity, and the affordable price for seamless access to both computational and storage resources. This timely text/reference introduces the fundamental principles and techniques underlying grids, clouds and virtualization technologies, as well as reviewing the latest research and expected future developments in the field. Readers are guided through the key topics by internationally recognized experts, enabling them to develop their understanding of an area likely to play an ever more significant role in coming years. Topics and features: presents contributions from an international selection of experts in the field; provides a thorough introduction and overview of existing technologies in grids, clouds and virtualization, including a brief history of the field; examines the basic requirements for performance isolation of virtual machines on multi-core servers, analyzing a selection of system virtualization technologies; examines both business and scientific applications of grids and clouds, including their use in the life sciences and for high-performance computing; explores cloud building technologies, architectures for enhancing grid infrastructures with cloud computing, and cloud performance; discusses energy aware grids and clouds, workflows on grids and clouds, and cloud and grid programming models. This useful text will enable interested readers to familiarize themselves with the key topics of grids, clouds and virtualization, and to contribute to new advances in the field. Researchers, undergraduate and graduate students, system designers and programmers, and IT policy makers will all benefit from the material covered. |
| benefits of masters in computer science: An Introduction to Data Science Jeffrey S. Saltz, Jeffrey M. Stanton, 2017-08-25 An Introduction to Data Science is an easy-to-read data science textbook for those with no prior coding knowledge. It features exercises at the end of each chapter, author-generated tables and visualizations, and R code examples throughout. |
| benefits of masters in computer science: Peterson's Graduate Programs in Computer Science & Information Technology, Electrical & Computer Engineering, and Energy & Power Engineering 2011 Peterson's, 2011-05-01 Peterson's Graduate Programs in Computer Science & Information Technology, Electrical & Computer Engineering, and Energy & Power Engineering contains a wealth of information on colleges and universities that offer graduate work these exciting fields. The profiled institutions include those in the United States, Canada and abroad that are accredited by U.S. accrediting bodies. Up-to-date data, collected through Peterson's Annual Survey of Graduate and Professional Institutions, provides valuable information on degree offerings, professional accreditation, jointly offered degrees, part-time and evening/weekend programs, postbaccalaureate distance degrees, faculty, students, degree requirements, entrance requirements, expenses, financial support, faculty research, and unit head and application contact information. Readers will find helpful links to in-depth descriptions that offer additional detailed information about a specific program or department, faculty members and their research, and much more. In addition, there are valuable articles on financial assistance, the graduate admissions process, advice for international and minority students, and facts about accreditation, with a current list of accrediting agencies. |
| benefits of masters in computer science: A Computational Approach to Statistical Learning Taylor Arnold, Michael Kane, Bryan W. Lewis, 2019-01-23 A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal working implementations of common statistical learning algorithms. Every chapter concludes with a fully worked out application that illustrates predictive modeling tasks using a real-world dataset. The text begins with a detailed analysis of linear models and ordinary least squares. Subsequent chapters explore extensions such as ridge regression, generalized linear models, and additive models. The second half focuses on the use of general-purpose algorithms for convex optimization and their application to tasks in statistical learning. Models covered include the elastic net, dense neural networks, convolutional neural networks (CNNs), and spectral clustering. A unifying theme throughout the text is the use of optimization theory in the description of predictive models, with a particular focus on the singular value decomposition (SVD). Through this theme, the computational approach motivates and clarifies the relationships between various predictive models. Taylor Arnold is an assistant professor of statistics at the University of Richmond. His work at the intersection of computer vision, natural language processing, and digital humanities has been supported by multiple grants from the National Endowment for the Humanities (NEH) and the American Council of Learned Societies (ACLS). His first book, Humanities Data in R, was published in 2015. Michael Kane is an assistant professor of biostatistics at Yale University. He is the recipient of grants from the National Institutes of Health (NIH), DARPA, and the Bill and Melinda Gates Foundation. His R package bigmemory won the Chamber's prize for statistical software in 2010. Bryan Lewis is an applied mathematician and author of many popular R packages, including irlba, doRedis, and threejs. |
| benefits of masters in computer science: The New Rules of Work Alexandra Cavoulacos, Kathryn Minshew, 2017 In this definitive guide to the ever-changing modern workplace, Kathryn Minshew and Alexandra Cavoulacos, the co-founders of popular career website TheMuse.com, show how to play the game by the New Rules. The Muse is known for sharp, relevant, and get-to-the-point advice on how to figure out exactly what your values and your skills are and how they best play out in the marketplace. Now Kathryn and Alex have gathered all of that advice and more in The New Rules of Work. Through quick exercises and structured tips, the authors will guide you as you sort through your countless options; communicate who you are and why you are valuable; and stand out from the crowd. The New Rules of Work shows how to choose a perfect career path, land the best job, and wake up feeling excited to go to work every day-- whether you are starting out in your career, looking to move ahead, navigating a mid-career shift, or anywhere in between-- |
| benefits of masters in computer science: Transformative Ethnic Studies in Schools Christine E. Sleeter, Miguel Zavala, 2020 Drawing on Christine Sleeter's review of research on the academic and social impact of ethnic studies commissioned by the National Education Association, this book will examine the value and forms of teaching and researching ethnic studies. The book employs a diverse conceptual framework, including critical pedagogy, anti-racism, Afrocentrism, Indigeneity, youth participatory action research, and critical multicultural education. The book provides cases of classroom teachers to 'illustrate what such conceptual framework look like when enacted in the classroom, as well as tensions that spring from them within school bureaucracies driven by neoliberalism.' Sleeter and Zavala will also outline ways to conduct research for 'investigating both learning and broader impacts of ethnic research used for liberatory ends'-- |
| benefits of masters in computer science: Computerworld , 2003-01-20 For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network. |
| benefits of masters in computer science: Algorithms in Bioinformatics Wing-Kin Sung, 2009-11-24 Thoroughly Describes Biological Applications, Computational Problems, and Various Algorithmic Solutions Developed from the author's own teaching material, Algorithms in Bioinformatics: A Practical Introduction provides an in-depth introduction to the algorithmic techniques applied in bioinformatics. For each topic, the author clearly details the bi |
| benefits of masters in computer science: Linguistic Fundamentals for Natural Language Processing Emily M. Bender, 2013-06-01 Many NLP tasks have at their core a subtask of extracting the dependencies—who did what to whom—from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems. Table of Contents: Acknowledgments / Introduction/motivation / Morphology: Introduction / Morphophonology / Morphosyntax / Syntax: Introduction / Parts of speech / Heads, arguments, and adjuncts / Argument types and grammatical functions / Mismatches between syntactic position and semantic roles / Resources / Bibliography / Author's Biography / General Index / Index of Languages |
| benefits of masters in computer science: Barron's GRE Sharon Weiner Green, Ira K. Wolf, 2015-06-01 This newly revised and updated manual presents a test overview of the GRE, test-taking advice, and a timetable for a typical computer-based test. Added features include— A diagnostic test with an answer key and answer explanations A verbal reasoning review with practice questions in sentence completion and reading comprehension An analytical writing review with scoring guidelines and practice exercises A quantitative reasoning review that includes general math strategies, discrete quantitative questions, quantitative comparison questions, and data interpretation questions Two full-length model GRE tests with answer keys and answer explanations The manual can be purchased alone, or with an optional CD-ROM that includes two additional full-length computer-based GREs with all questions answered and explained and automatic scoring BONUS: FREE ONLINE GRE COURSE With purchase of either version of Barron’s comprehensive GRE manual, test takers also get FREE access to Barron’s Online GRE Course. When they go online with Barron’s, they get: A diagnostic test to establish their skill profile A personalized GRE study plan to help focus time and energy Expert video lessons with solutions to help them master difficult concepts Additional practice quizzes and extra questions to help optimize their score A comprehensive GRE skill report to monitor progress GRE score projection A FREE iPad app for easy studying on the go This customized online course adapts to each individual's specific needs. Getting a great score has never been more personal or more convenient! |
| benefits of masters in computer science: Network World , 2003-12-01 For more than 20 years, Network World has been the premier provider of information, intelligence and insight for network and IT executives responsible for the digital nervous systems of large organizations. Readers are responsible for designing, implementing and managing the voice, data and video systems their companies use to support everything from business critical applications to employee collaboration and electronic commerce. |
| benefits of masters in computer science: Computerworld , 1987-03-30 For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network. |
| benefits of masters in computer science: Computerworld , 1985-04-29 For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network. |
| benefits of masters in computer science: Computerworld , 1985-04-29 For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network. |
| benefits of masters in computer science: Data Privacy and Security J. J. P. Kenny, 1985 |
A Guide to Making the Most of Your Computer Science Degree
The IEEE Computer Society is the world’s home for computer science, engineering, and technology. A global leader in providing access to computer science research, analysis, and information, The IEEE Computer Society ofers a comprehensive array … See more
Master's Programs Overview and Comparison Data - CMU …
Sep 15, 2020 · graduate study in Computer Science fields To provide students with a solid formal and practical understanding of machine learning, and to prepare them for careers in industry, …
Master of Science in Computer Science - New Jersey Institute …
Professionals holding a Master’s Degree in Computer Science are on the cuting edge in their field and have a competitive advantage in the market place. WHY STUDY COMPUTER SCIENCE …
MS Programs in Computer Science - University of Central Florida
College of Engineering and Computer Science Degree Program Benefits Fall 2019 Graduate Programs Open House • Job opportunities: plenty • Well paying career • Our CS Students have …
Benefits Of Masters In Computer Science Copy
science skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common job interview questions, sample resumes, …
Computer Science - ETH Zürich
ETH’s Department of Computer Science runs a broad Master’s programme with five diferent majors, taught exclusively in English. Its structure allows students to choose from a variety of …
Impacts of Unplugged Activities in Computer Science
In Computer Science, an unplugged activity is a hands-on project without the use of a computer that helps teach a student a deeper understanding of how to program (Bell, Alexander, …
Master of Science in Computer Science Application Options
Each year, a limited number of highly-qualified students can enroll in our joint BS/MS in Computer Science program, where students have the potential to earn both degrees in as little as 5 …
Computer Science (CS) Masters Degree - Wright State University
It offers a wide range of courses in computer science and the opportunity to develop research skills in computer science areas. The program’s strengths include diverse faculty expertise, …
Master of Science in Computer Science (M.S.) - Rowan University
The M.S. in Computer Science is designed for individuals with a B.S. in Computer Science who are looking to expand their knowledge and opportunities. Students with a bachelor's degree in …
Computer Science Postgraduate Courses - University of …
Our master's degrees train you in the most current technology and encourage innovations for our future. E RESEARCH FOR NEW HORIZONS: our master's courses can lead you to further …
GRADUATE SCHOOL MASTER OF SCIENCE IN COMPUTER …
Jun 11, 2020 · The Masters of Science in Computer Science is a 36 credit program consisting of 8 core courses (21 credits), 3 elective courses (9 credits), and a thesis/project (6 credits).
Computer Science - University of California, Berkeley
The Department of Electrical Engineering and Computer Sciences (EECS) offers two graduate programs in Computer Science: the Master of Science (MS), and the Doctor of Philosophy (PhD).
Master of Science in Computer Science - University of the Pacific
Employ problem-solving, design, and research skills necessary to operate in the interdisciplinary field of computer science. Engage in intellectual inquiry and learn to address new challenges in …
Master of Computer Science 2019 - RMIT University
enhance your understanding of computer science fundamentals, and develop your skills in research, communication and project management. Graduating with excellent programming …
Master of Science in Computer Science Online - SYR-UMT
The Online M.S. in Computer Science program will prepare you to: • incorporate emerging technologies into new system designs; • develop expertise in the areas of security and …
MASTER’S Computer Science - University of Colorado Denver
The Department of Computer Science and Engineering (CSE) offers a Master of Science degree in Computer Science as part of the Computer Science and Engineering Graduate Program. The
COMPUTER SCIENCE ONLINE - Monash University
computer science will equip you with the necessary attributes to confidently tackle various roles within the sector. By studying computer science, you will open up professional opportunities in …
COMBINATION DEGREES Advantages Combination Degrees …
The Biostatistics Bachelors/MS program allows qualified students to earn a bachelor’s degree from any degree program at UF and a master’s of science degree in Biostatistics. This allows …
Master of Computer Science - University of Ottawa
Complete up to 6 units from the OCICS master’s courses each with 70% (B) or higher grade (taken during their Bachelor’s program in Computer Science or Software Engineering). Have …
A Guide to Making the Most of Your Computer Science Degree
To take advantage of these opportunities, emerging professionals should lay a foundation for advancement by building their knowledge, their network, and their portfolio. In the following, …
Master's Programs Overview and Comparison Data - CMU …
Sep 15, 2020 · graduate study in Computer Science fields To provide students with a solid formal and practical understanding of machine learning, and to prepare them for careers in industry, …
Master of Science in Computer Science - New Jersey …
Professionals holding a Master’s Degree in Computer Science are on the cuting edge in their field and have a competitive advantage in the market place. WHY STUDY COMPUTER SCIENCE …
MS Programs in Computer Science - University of Central …
College of Engineering and Computer Science Degree Program Benefits Fall 2019 Graduate Programs Open House • Job opportunities: plenty • Well paying career • Our CS Students …
Benefits Of Masters In Computer Science Copy
science skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common job interview questions, sample …
Computer Science - ETH Zürich
ETH’s Department of Computer Science runs a broad Master’s programme with five diferent majors, taught exclusively in English. Its structure allows students to choose from a variety of …
Impacts of Unplugged Activities in Computer Science
In Computer Science, an unplugged activity is a hands-on project without the use of a computer that helps teach a student a deeper understanding of how to program (Bell, Alexander, …
Master of Science in Computer Science Application Options
Each year, a limited number of highly-qualified students can enroll in our joint BS/MS in Computer Science program, where students have the potential to earn both degrees in as little as 5 …
Computer Science (CS) Masters Degree - Wright State …
It offers a wide range of courses in computer science and the opportunity to develop research skills in computer science areas. The program’s strengths include diverse faculty expertise, …
Master of Science in Computer Science (M.S.) - Rowan …
The M.S. in Computer Science is designed for individuals with a B.S. in Computer Science who are looking to expand their knowledge and opportunities. Students with a bachelor's degree in …
Computer Science Postgraduate Courses - University of …
Our master's degrees train you in the most current technology and encourage innovations for our future. E RESEARCH FOR NEW HORIZONS: our master's courses can lead you to further …
GRADUATE SCHOOL MASTER OF SCIENCE IN …
Jun 11, 2020 · The Masters of Science in Computer Science is a 36 credit program consisting of 8 core courses (21 credits), 3 elective courses (9 credits), and a thesis/project (6 credits).
Computer Science - University of California, Berkeley
The Department of Electrical Engineering and Computer Sciences (EECS) offers two graduate programs in Computer Science: the Master of Science (MS), and the Doctor of Philosophy (PhD).
Master of Science in Computer Science - University of the …
Employ problem-solving, design, and research skills necessary to operate in the interdisciplinary field of computer science. Engage in intellectual inquiry and learn to address new challenges …
Master of Computer Science 2019 - RMIT University
enhance your understanding of computer science fundamentals, and develop your skills in research, communication and project management. Graduating with excellent programming …
Master of Science in Computer Science Online - SYR-UMT
The Online M.S. in Computer Science program will prepare you to: • incorporate emerging technologies into new system designs; • develop expertise in the areas of security and …
MASTER’S Computer Science - University of Colorado Denver
The Department of Computer Science and Engineering (CSE) offers a Master of Science degree in Computer Science as part of the Computer Science and Engineering Graduate Program. The
COMPUTER SCIENCE ONLINE - Monash University
computer science will equip you with the necessary attributes to confidently tackle various roles within the sector. By studying computer science, you will open up professional opportunities in …
COMBINATION DEGREES Advantages Combination …
The Biostatistics Bachelors/MS program allows qualified students to earn a bachelor’s degree from any degree program at UF and a master’s of science degree in Biostatistics. This allows …
Master of Computer Science - University of Ottawa
Complete up to 6 units from the OCICS master’s courses each with 70% (B) or higher grade (taken during their Bachelor’s program in Computer Science or Software Engineering). Have …
