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Alternative Majors to Computer Science: A Comprehensive Guide
Author: Dr. Evelyn Reed, PhD in Educational Psychology & former Director of Career Services at a top-tier engineering university.
Publisher: Career Navigator, a leading publisher of career guidance resources with over 20 years of experience providing insightful articles and guides for students exploring various career paths.
Editor: Sarah Chen, experienced editor specializing in educational and career-related content with a focus on STEM fields.
Keywords: alternative majors to computer science, computer science alternatives, tech careers without computer science degree, high-paying tech jobs without CS degree, STEM majors, alternative STEM careers, career paths, career exploration, college majors
Summary: This guide explores compelling alternative majors to computer science, offering pathways to rewarding careers in technology and related fields. We delve into best practices for choosing an alternative major, potential pitfalls to avoid, and highlight several high-demand options. The article provides a comprehensive overview, guiding readers toward informed decisions about their academic and professional futures.
Introduction:
Computer science (CS) has long been considered the gold standard for a lucrative and intellectually stimulating career. However, a CS degree isn't the only route to success in the tech industry. Many other majors offer viable and equally rewarding alternatives to computer science. This comprehensive guide explores compelling options, highlighting their advantages, challenges, and the best paths to success. Choosing the right major is a crucial decision, and understanding the alternatives to computer science is paramount for making an informed choice aligned with your skills, interests, and career aspirations.
H1: High-Demand Alternatives to Computer Science:
Many fields offer pathways into the tech world without requiring a traditional computer science degree. These alternative majors to computer science often focus on specific aspects of technology, offering specialized skills highly sought after by employers.
H2: Mathematics & Data Science:
A strong foundation in mathematics is crucial for many tech roles. A mathematics major provides the analytical and problem-solving skills needed for data science, machine learning, and cryptography. While you may need additional coursework or certifications, a mathematics degree forms a solid base for a successful tech career.
H3: Statistics & Analytics:
Statistics majors are highly valuable in the data-driven world. Their expertise in data analysis, interpretation, and visualization is essential for businesses across all sectors. With the rise of big data, statisticians are in high demand, offering compelling alternative majors to computer science.
H4: Electrical Engineering & Computer Engineering:
These engineering disciplines offer a hands-on approach to technology, focusing on the hardware aspects of computing and electronics. While they involve significant coding, they provide a different perspective and skill set compared to a purely software-focused CS degree.
H5: Information Systems & Management Information Systems (MIS):
These majors bridge the gap between technology and business. They focus on applying technology to solve business problems, managing databases, and implementing information systems. MIS graduates are in high demand for their ability to translate technical needs into business solutions.
H6: Cybersecurity:
With the increasing importance of data security, cybersecurity professionals are in high demand. While a CS background is helpful, many cybersecurity roles are accessible with majors in related fields like information systems or criminal justice, supplemented by certifications and practical experience.
H1: Best Practices for Choosing an Alternative Major:
Choosing the right major is a personal journey. Consider these best practices when exploring alternatives to computer science:
Self-Assessment: Identify your strengths, weaknesses, and interests. Are you a strong problem-solver? Do you prefer theoretical or practical work? Understanding your learning style is crucial.
Career Research: Thoroughly investigate career paths associated with different majors. Look beyond job titles and examine the day-to-day tasks and required skills.
Networking: Connect with professionals in fields you're interested in. Informational interviews can provide invaluable insights into career paths and required education.
Coursework Exploration: Take introductory courses in different fields to gain a better understanding of the curriculum and the type of work involved.
H1: Common Pitfalls to Avoid:
Ignoring the Necessary Skills: While a specific major might not explicitly teach coding, many tech roles require programming proficiency. Be prepared to acquire these skills through self-study, online courses, or supplemental education.
Underestimating the Competition: Even alternative majors to computer science face competition. Stand out by developing a strong portfolio, engaging in relevant projects, and building a professional network.
Lack of Specialization: Choosing a broad major without a clear career goal can limit your options. Specialize within your chosen field to enhance your marketability.
Neglecting Soft Skills: Technical skills are essential, but soft skills like communication, teamwork, and problem-solving are equally important in the workplace.
Conclusion:
Choosing a major is a pivotal decision with long-term implications. While computer science remains a popular and rewarding path, many alternative majors to computer science offer equally viable routes to fulfilling and successful careers in technology and related fields. By carefully considering your interests, skills, and career goals, and by actively engaging in research and networking, you can confidently choose a path that aligns with your aspirations and sets you on the road to a fulfilling career.
FAQs:
1. Are alternative majors to computer science less lucrative? Not necessarily. Many alternative majors lead to high-paying jobs in the tech industry, albeit potentially with different career trajectories.
2. Can I switch majors later? Yes, but it may extend your time in college. Carefully consider your initial choice.
3. What if I don't like coding? Several alternative majors to computer science minimize direct coding requirements while still working within the tech sector.
4. How important are internships? Internships are crucial for building experience and networking. They are highly recommended regardless of your major.
5. What about graduate studies? A graduate degree can enhance your career prospects, but it’s not always mandatory depending on the chosen alternative major.
6. Do I need certifications? Certifications can supplement your education and improve your marketability in specific areas.
7. How can I build a strong portfolio? Engage in personal projects, contribute to open-source projects, or participate in hackathons.
8. What is the job market outlook for alternative majors? Many alternative majors to computer science have robust job markets with strong growth potential.
9. Is it difficult to transition to a tech career with a non-CS degree? It's possible but requires proactive effort, skills development, and networking.
Related Articles:
1. Data Science vs. Computer Science: Which Major is Right for You? – A comparison of the two majors, highlighting their differences and similarities.
2. The Rise of Cybersecurity: Career Paths Without a Computer Science Degree. – Explores various entry points into cybersecurity with different educational backgrounds.
3. High-Paying Tech Jobs You Can Get Without a Computer Science Degree. – Lists specific high-paying roles accessible with alternative majors.
4. Mastering the Math Behind Machine Learning: A Guide for Non-CS Students. – Focuses on mathematical foundations for aspiring data scientists and machine learning engineers.
5. Building a Strong Portfolio for a Tech Career: Tips and Tricks. – Provides practical advice on creating a compelling portfolio to showcase your skills.
6. Networking for Tech Professionals: How to Build Your Network Effectively. – Offers guidance on building professional connections in the tech industry.
7. The Importance of Soft Skills in Tech Careers. – Highlights the significance of non-technical skills in the tech workplace.
8. Best Online Courses for Tech Skills Development. – Lists reputable online courses for acquiring necessary tech skills.
9. How to Successfully Transition to a Tech Career from a Non-Tech Background. – Provides practical advice on making a career change to the tech industry.
| alternative majors to computer science: Mission: Accepted! Christine Hees, 2024-06-03 Are you an international student dreaming of attending college in the United States but don’t know where to start? Or perhaps you are an American high school student, parent, or someone trying to navigate the ever-changing landscape of U.S. college admissions? Mission: Accepted! U.S. College Admissions for International Students is your comprehensive guide to decode the complexities of American college admissions. This handbook demystifies the admission requirements and offers strategic advice to help you stand out. While primarily written with international students in mind, “Mission: Accepted!” is equally valuable for anyone looking to understand the nuances of American college admissions. Authored by a European immigrant, the guide offers a unique outside perspective. It breaks down confusing terminology, outlines application platforms and requirements, and provides you with the knowledge you need to craft your best application. Mission: Accepted! reveals what American universities value in candidates beyond academics, grades, and test scores. It equips you with practical strategies for crafting an outstanding, multidimensional application highlighting your personal strengths. Learn how to write a compelling personal statement, build an impressive extracurricular profile, secure strong letters of recommendation, and more. From academics to personal qualities, you will learn how to create an application that highlights your unique strengths. In addition, the book also explores the broader context of American higher education, discussing trends such as test-optional policies and the factors behind decreasing acceptance rates at elite institutions. It also examines institutional priorities that impact admissions decisions, such as legacy students, athletic recruiting, diversity goals, and financial aspects. “Mission: Accepted!”also discusses how to finance your college education, explaining the financial aid process, federal aid types, loans, scholarships, tax-advantaged savings options, and more.The section on obtaining a U.S. student visa is invaluable for international applicants – understand which documents you need to apply for an F-1 visa, get valuable advice on interview strategies, and how to maintain your legal status as an international student. An entire chapter is devoted to understanding the admissions process of California's prestigious university system, detailing everything from required coursework to how admissions offices evaluate applicants comprehensively. Its fresh, outside perspective sets Mission: Accepted! apart. While most college guides are written from the viewpoint of those familiar with the American education system, this book offers an outsider's lens. The book emphasizes aspects that may be overlooked by those who have only known this system. The significance of well-rounded applications over just grades, the prevalence of standardized testing, and the importance of essays and extracurriculars are just some examples that make American college admissions unique. Don't let the complexities of U.S. college admissions deter you from pursuing your academic dreams. With Mission: Accepted! as your personal guide, you will gain the knowledge and skills to transform those dreams into reality. Equip yourself with the knowledge to turn your college ambitions into reality today. |
| alternative majors to 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. |
| alternative majors to computer science: The Elements of Computing Systems Noam Nisan, Shimon Schocken, 2008 This title gives students an integrated and rigorous picture of applied computer science, as it comes to play in the construction of a simple yet powerful computer system. |
| alternative majors to 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. |
| alternative majors to computer science: College in California Rochelle S Rosen, 2023-01-30 In a straightforward, easy-to-read style, this book provides authoritative, up-to-date specifics on what it takes to plan for and go to college in California and how to pay for it. Get the inside track with a Calendar of steps to follow for grades 8 through 12 activities choosing a college, choosing a major, visiting college campuses; Completing admission applications, entrance tests, important deadlines writing the essay, successful interviews, getting recommendations. Freshman and transfer admission requirements special admission opportunities, programs for educationally disadvantaged students/minority students/disabled students majors, housing, transferring study abroad, athletics, international student requirements, California residency qualifications. Admission selection criteria of . . . the University of California by campus/major California State University for impacted campuses/majors, independent colleges, College costs, financial aid application procedures and deadlines, calculating financial need grants/ scholarships/loans/work-study. Over 240 public and independent California colleges universities. Includes Action Plans, Checklists and Worksheets. |
| alternative majors to computer science: Connecting Discrete Mathematics and Computer Science David Liben-Nowell, 2022-08-04 Computer science majors taking a non-programming-based course like discrete mathematics might ask 'Why do I need to learn this?' Written with these students in mind, this text introduces the mathematical foundations of computer science by providing a comprehensive treatment of standard technical topics while simultaneously illustrating some of the broad-ranging applications of that material throughout the field. Chapters on core topics from discrete structures – like logic, proofs, number theory, counting, probability, graphs – are augmented with around 60 'computer science connections' pages introducing their applications: for example, game trees (logic), triangulation of scenes in computer graphics (induction), the Enigma machine (counting), algorithmic bias (relations), differential privacy (probability), and paired kidney transplants (graphs). Pedagogical features include 'Why You Might Care' sections, quick-reference chapter guides and key terms and results summaries, problem-solving and writing tips, 'Taking it Further' asides with more technical details, and around 1700 exercises, 435 worked examples, and 480 figures. |
| alternative majors to computer science: The Complete Idiot's Guide to Choosing a College Major Randall S. Hansen, 2007-10-02 How to figure out what you want out of college—and life. Choosing a college major is the biggest decision of one’s college experience, and there are many factors to consider. Here, you will discover which majors will give the best chances of finding employment, which majors are most likely to lead to the highest-paying jobs, what major best suits each personality, and what skills and background you need to realize your goals. |
| alternative majors to computer science: Directory of United States Traditional and Alternative Colleges and Universities , 1984 |
| alternative majors to computer science: Transforming Trajectories for Women of Color in Tech National Academies of Sciences, Engineering, and Medicine, National Academies Of Sciences Engineeri, Policy and Global Affairs, Board on Higher Education and Workforce, Committee on Addressing the Underrepresentation of Women of Color in Tech, 2022-09-09 Demand for tech professionals is expected to increase substantially over the next decade, and increasing the number of women of color in tech will be critical to building and maintaining a competitive workforce. Despite years of efforts to increase the diversity of the tech workforce, women of color have remained underrepresented, and the numbers of some groups of women of color have even declined. Even in cases where some groups of women of color may have higher levels of representation, data show that they still face significant systemic challenges in advancing to positions of leadership. Research evidence suggests that structural and social barriers in tech education, the tech workforce, and in venture capital investment disproportionately and negatively affect women of color. Transforming Trajectories for Women of Color in Tech uses current research as well as information obtained through four public information-gathering workshops to provide recommendations to a broad set of stakeholders within the tech ecosystem for increasing recruitment, retention, and advancement of women of color. This report identifies gaps in existing research that obscure the nature of challenges faced by women of color in tech, addresses systemic issues that negatively affect outcomes for women of color in tech, and provides guidance for transforming existing systems and implementing evidence-based policies and practices to increase the success of women of color in tech. |
| alternative majors to computer science: The College Solution Lynn O'Shaughnessy, 2008-06-06 “The College Solution helps readers look beyond over-hyped admission rankings to discover schools that offer a quality education at affordable prices. Taking the guesswork out of saving and finding money for college, this is a practical and insightful must-have guide for every parent!” —Jaye J. Fenderson, Seventeen’s College Columnist and Author, Seventeen’s Guide to Getting into College “This book is a must read in an era of rising tuition and falling admission rates. O’Shaughnessy offers good advice with blessed clarity and brevity.” —Jay Mathews, Washington Post Education Writer and Columnist “I would recommend any parent of a college-bound student read The College Solution.” —Kal Chany, Author, The Princeton Review’s Paying for College Without Going Broke “The College Solution goes beyond other guidebooks in providing an abundance of information about how to afford college, in addition to how to approach the selection process by putting the student first.” —Martha “Marty” O’Connell, Executive Director, Colleges That Change Lives “Lynn O’Shaughnessy always focuses on what’s in the consumer’s best interest, telling families how to save money and avoid making costly mistakes.” —Mark Kantrowitz, Publisher, FinAid.org and Author, FastWeb College Gold “An antidote to the hype and hysteria about getting in and paying for college! O’Shaughnessy has produced an excellent overview that demystifies the college planning process for students and families.” —Barmak Nassirian, American Association of Collegiate Registrars and Admissions Officers For millions of families, the college planning experience has become extremely stressful. And, unless your child is an elite student in the academic top 1%, most books on the subject won’t help you. Now, however, there’s a college guide for everyone. In The College Solution, top personal finance journalist Lynn O’Shaughnessy presents an easy-to-use roadmap to finding the right college program (not just the most hyped) and dramatically reducing the cost of college, too. Forget the rankings! Discover what really matters: the quality and value of the programs your child wants and deserves. O’Shaughnessy uncovers “industry secrets” on how colleges actually parcel out financial aid—and how even “average” students can maximize their share. Learn how to send your kids to expensive private schools for virtually the cost of an in-state public college...and how promising students can pay significantly less than the “sticker price” even at the best state universities. No other book offers this much practical guidance on choosing a college...and no other book will save you as much money! • Secrets your school’s guidance counselor doesn’t know yet The surprising ways colleges have changed how they do business • Get every dime of financial aid that’s out there for you Be a “fly on the wall” inside the college financial aid office • U.S. News & World Report: clueless about your child Beyond one-size-fits-all rankings: finding the right program for your teenager • The best bargains in higher education Overlooked academic choices that just might be perfect for you |
| alternative majors to computer science: Software Engineering Economics Barry W. Boehm, 1981 Software Engineering Economics is an invaluable guide to determining software costs, applying the fundamental concepts of microeconomics to software engineering, and utilizing economic analysis in software engineering decision making. |
| alternative majors to 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, 2018-03-28 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. |
| alternative majors to computer science: Quick Reference for Counselors , 2010 |
| alternative majors to computer science: Structure and Interpretation of Computer Programs Harold Abelson, Gerald Jay Sussman, 2022-05-03 A new version of the classic and widely used text adapted for the JavaScript programming language. Since the publication of its first edition in 1984 and its second edition in 1996, Structure and Interpretation of Computer Programs (SICP) has influenced computer science curricula around the world. Widely adopted as a textbook, the book has its origins in a popular entry-level computer science course taught by Harold Abelson and Gerald Jay Sussman at MIT. SICP introduces the reader to central ideas of computation by establishing a series of mental models for computation. Earlier editions used the programming language Scheme in their program examples. This new version of the second edition has been adapted for JavaScript. The first three chapters of SICP cover programming concepts that are common to all modern high-level programming languages. Chapters four and five, which used Scheme to formulate language processors for Scheme, required significant revision. Chapter four offers new material, in particular an introduction to the notion of program parsing. The evaluator and compiler in chapter five introduce a subtle stack discipline to support return statements (a prominent feature of statement-oriented languages) without sacrificing tail recursion. The JavaScript programs included in the book run in any implementation of the language that complies with the ECMAScript 2020 specification, using the JavaScript package sicp provided by the MIT Press website. |
| alternative majors to computer science: Concrete Mathematics Ronald L. Graham, Donald E. Knuth, Oren Patashnik, 1994-02-28 This book introduces the mathematics that supports advanced computer programming and the analysis of algorithms. The primary aim of its well-known authors is to provide a solid and relevant base of mathematical skills - the skills needed to solve complex problems, to evaluate horrendous sums, and to discover subtle patterns in data. It is an indispensable text and reference not only for computer scientists - the authors themselves rely heavily on it! - but for serious users of mathematics in virtually every discipline. Concrete Mathematics is a blending of CONtinuous and disCRETE mathematics. More concretely, the authors explain, it is the controlled manipulation of mathematical formulas, using a collection of techniques for solving problems. The subject matter is primarily an expansion of the Mathematical Preliminaries section in Knuth's classic Art of Computer Programming, but the style of presentation is more leisurely, and individual topics are covered more deeply. Several new topics have been added, and the most significant ideas have been traced to their historical roots. The book includes more than 500 exercises, divided into six categories. Complete answers are provided for all exercises, except research problems, making the book particularly valuable for self-study. Major topics include: Sums Recurrences Integer functions Elementary number theory Binomial coefficients Generating functions Discrete probability Asymptotic methods This second edition includes important new material about mechanical summation. In response to the widespread use of the first edition as a reference book, the bibliography and index have also been expanded, and additional nontrivial improvements can be found on almost every page. Readers will appreciate the informal style of Concrete Mathematics. Particularly enjoyable are the marginal graffiti contributed by students who have taken courses based on this material. The authors want to convey not only the importance of the techniques presented, but some of the fun in learning and using them. |
| alternative majors to computer science: Four-Year Colleges 2015 Peterson's, 2014-07-29 Peterson's Four-Year Colleges 2015 is the trusted guide of high school guidance counselors, parents, and students. This valuable resource includes information on accredited four-year undergraduate institution in the United States and Canada (and many international schools)-more than 2,600 institutions in all. It also includes detailed two-page descriptions, written by admissions personnel, for more than 400 colleges and universities. College-bound students and their parents can access important information, including campus setting, enrollment, academic programs, entrance difficulty, expenses, student-faculty ratio, application deadlines, and contact information, as well as the most frequently chosen baccalaureate fields. The Advice Center provides helpful articles on specialized college options, such as Honors Programs and Colleges, Online Learning, Women's Colleges, and Public vs. Private institutions. Other articles offer advice on making a list of your Top-Ten colleges, surviving standardized tests, preparing to get into college, paying for college, scholarship guidance, and advice for international students applying to U.S. colleges and universities. Indexes include Majors or Fields of Study, Entrance Difficulty, Cost Ranges, and geographic and alphabetical listings of all schools. |
| alternative majors to computer science: Teach Yourself How to Learn Saundra Yancy McGuire, 2023-07-03 Following up on her acclaimed Teach Students How to Learn, that describes teaching strategies to facilitate dramatic improvements in student learning and success, Saundra McGuire here presents these secrets direct to students. Her message is that Any student can use simple, straightforward strategies to start making A’s in their courses and enjoy a lifetime of deep, effective learning. Beginning with explaining how expectations about learning, and the study efforts required, differ between college and secondary school, the author introduces her readers, through the concept of metacognition, to the importance and powerful consequences of understanding themselves as learners. This framework and the recommended strategies that support it are useful for anyone moving on to a more advanced stage of education, so this book also has an intended audience of students preparing to go to high school, graduate school, or professional school. In a conversational tone, and liberally illustrated by anecdotes of past students, the author combines introducing readers to concepts like Bloom’s Taxonomy (to illuminate the difference between studying and learning), fixed and growth mindsets, as well as to what brain science has to tell us about rest, nutrition and exercise, together with such highly specific learning strategies as how to read a textbook, manage their time and take tests. With engaging exercises and thought-provoking reflections, this book is an ideal motivational and practical text for study skills and first year experience courses. |
| alternative majors to computer science: Computer Science Robert Sedgewick, Kevin Wayne, 2016-06-17 Named a Notable Book in the 21st Annual Best of Computing list by the ACM! Robert Sedgewick and Kevin Wayne’s Computer Science: An Interdisciplinary Approach is the ideal modern introduction to computer science with Java programming for both students and professionals. Taking a broad, applications-based approach, Sedgewick and Wayne teach through important examples from science, mathematics, engineering, finance, and commercial computing. The book demystifies computation, explains its intellectual underpinnings, and covers the essential elements of programming and computational problem solving in today’s environments. The authors begin by introducing basic programming elements such as variables, conditionals, loops, arrays, and I/O. Next, they turn to functions, introducing key modular programming concepts, including components and reuse. They present a modern introduction to object-oriented programming, covering current programming paradigms and approaches to data abstraction. Building on this foundation, Sedgewick and Wayne widen their focus to the broader discipline of computer science. They introduce classical sorting and searching algorithms, fundamental data structures and their application, and scientific techniques for assessing an implementation’s performance. Using abstract models, readers learn to answer basic questions about computation, gaining insight for practical application. Finally, the authors show how machine architecture links the theory of computing to real computers, and to the field’s history and evolution. For each concept, the authors present all the information readers need to build confidence, together with examples that solve intriguing problems. Each chapter contains question-and-answer sections, self-study drills, and challenging problems that demand creative solutions. Companion web site (introcs.cs.princeton.edu/java) contains Extensive supplementary information, including suggested approaches to programming assignments, checklists, and FAQs Graphics and sound libraries Links to program code and test data Solutions to selected exercises Chapter summaries Detailed instructions for installing a Java programming environment Detailed problem sets and projects Companion 20-part series of video lectures is available at informit.com/title/9780134493831 |
| alternative majors to computer science: Computing Now Glen J. Coulthard, McGraw-Hill Staff, 2012 SmartPhone or small computer? How have user interfaces changed in the last decade? How public is my communication? Cn I use Txtspeak?--Cover. |
| alternative majors to computer science: Science & Engineering Indicators , 2002 |
| alternative majors to computer science: A Pattern Language Christopher Alexander, 2018-09-20 You can use this book to design a house for yourself with your family; you can use it to work with your neighbors to improve your town and neighborhood; you can use it to design an office, or a workshop, or a public building. And you can use it to guide you in the actual process of construction. After a ten-year silence, Christopher Alexander and his colleagues at the Center for Environmental Structure are now publishing a major statement in the form of three books which will, in their words, lay the basis for an entirely new approach to architecture, building and planning, which will we hope replace existing ideas and practices entirely. The three books are The Timeless Way of Building, The Oregon Experiment, and this book, A Pattern Language. At the core of these books is the idea that people should design for themselves their own houses, streets, and communities. This idea may be radical (it implies a radical transformation of the architectural profession) but it comes simply from the observation that most of the wonderful places of the world were not made by architects but by the people. At the core of the books, too, is the point that in designing their environments people always rely on certain languages, which, like the languages we speak, allow them to articulate and communicate an infinite variety of designs within a forma system which gives them coherence. This book provides a language of this kind. It will enable a person to make a design for almost any kind of building, or any part of the built environment. Patterns, the units of this language, are answers to design problems (How high should a window sill be? How many stories should a building have? How much space in a neighborhood should be devoted to grass and trees?). More than 250 of the patterns in this pattern language are given: each consists of a problem statement, a discussion of the problem with an illustration, and a solution. As the authors say in their introduction, many of the patterns are archetypal, so deeply rooted in the nature of things that it seemly likely that they will be a part of human nature, and human action, as much in five hundred years as they are today. |
| alternative majors to computer science: Event History Analysis Kazuo Yamaguchi, 1991-07-18 In a manner similar to many other titles within the Applied Social Research Methods Series, this 182-page book thoroughly covers many of the specific methodological hurdles encountered in implementing event history analysis (EHA). The Applied Social Research Methods Series' ... is the result of careful subject selection. ... Consistent with the practical orientation of the book, each of the application sections provides useful insights into data structure problems and programming notes. ... Kazuo Yamaguchi's insightful review of problems in structuring EHA models is useful for those contemplating life-course research. ... We strongly recommend its inclusion in the libraries of marketing researchers and its inclusion on suggested reading lists of graduate research method seminars.--Journal of Marketing Research This book, which is part of Sage Publications' Applied Social Research Methods Series, is a practical guide for those interested in using event history analysis. ... The book's strength is that it is well written and easy to understand. Even those with limited statistical backgrounds can follow the discussion and the systematic progression from the simpler to the more complex models (although the author provides ample references for those wanting a more rigorous discussion). ... Upon finishing the book, I found myself wondering about specific accounting questions that might be addressed using event history analysis. There are many, and in fact, most issues can be recast in an events framework. ... In sum, I recommend this book to anyone wanting to use event history analysis whether to apply to new research questions or to provide a fresh look at old questions. --The Accounting Review A significant introduction to the event-history literature that provides the background to implement this difficult methodology successfully and that can be supplemented with other, more advanced texts. It will undoubtedly become a prized text among students and a valuable reference for the research community. --Contemporary Sociology As a research tool event history analysis has recently become a key technique for researchers, professionals and students in a wide range of disciplines. However, despite this increasing interest, few resources exist which clearly examine this technique. Now, Event History Analysis provides a systematic introduction to models, methods and applications of event history analysis. Kazuo Yamaguchi emphasizes hands on information, including the use and misuse of samples, models, and covariates in applications, the structural arrangement of input data, the specification of various models in such computer programs as SAS-LOGIST and SPSS-LOGLINEAR, and the interpretation of parameters estimated from models. This timely book also offers such significant topics as missing data, hazard rate, Cox's partial likelihood model, survivor function, and discrete-time logit models for both one-way and two-way transitions. Event History Analysis is essential for researchers, professionals and students of public health, sociology, labor economics, political science, and organization studies.-Provided by published. |
| alternative majors to 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. |
| alternative majors to computer science: United States Air Force Academy United States Air Force Academy, |
| alternative majors to computer science: Curriculum Handbook with General Information Concerning ... for the United States Air Force Academy United States Air Force Academy, 2002 |
| alternative majors to computer science: Projecting Science and Engineering Personnel Requirements for the 1990s United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Investigations and Oversight, 1993 |
| alternative majors to computer science: Bridging Linguistics and Economics Cécile B. Vigouroux, Salikoko S. Mufwene, 2020-03-19 By bridging the gap between linguistics and economics, this book sheds light on a range of mutually valuable topics. |
| alternative majors to computer science: GPU Programming in MATLAB Nikolaos Ploskas, Nikolaos Samaras, 2016-08-25 GPU programming in MATLAB is intended for scientists, engineers, or students who develop or maintain applications in MATLAB and would like to accelerate their codes using GPU programming without losing the many benefits of MATLAB. The book starts with coverage of the Parallel Computing Toolbox and other MATLAB toolboxes for GPU computing, which allow applications to be ported straightforwardly onto GPUs without extensive knowledge of GPU programming. The next part covers built-in, GPU-enabled features of MATLAB, including options to leverage GPUs across multicore or different computer systems. Finally, advanced material includes CUDA code in MATLAB and optimizing existing GPU applications. Throughout the book, examples and source codes illustrate every concept so that readers can immediately apply them to their own development. - Provides in-depth, comprehensive coverage of GPUs with MATLAB, including the parallel computing toolbox and built-in features for other MATLAB toolboxes - Explains how to accelerate computationally heavy applications in MATLAB without the need to re-write them in another language - Presents case studies illustrating key concepts across multiple fields - Includes source code, sample datasets, and lecture slides |
| alternative majors to computer science: Discrete Mathematics for Computer Science Gary Haggard, John Schlipf, Sue Whitesides, 2006 Master the fundamentals of discrete mathematics with DISCRETE MATHEMATICS FOR COMPUTER SCIENCE with Student Solutions Manual CD-ROM! An increasing number of computer scientists from diverse areas are using discrete mathematical structures to explain concepts and problems and this mathematics text shows you how to express precise ideas in clear mathematical language. Through a wealth of exercises and examples, you will learn how mastering discrete mathematics will help you develop important reasoning skills that will continue to be useful throughout your career. |
| alternative majors to computer science: Composition Studies in the New Millennium Lynn Z. Bloom, Donald A. Daiker, Edward Michael White, 2003 |
| alternative majors to computer science: Practice of Business Statistics, Part IV David S. Moore, George P. McCabe, William M. Duckworth, Stanley L. Sclove, 2004-08-13 |
| alternative majors to computer science: Apprentice Nation Ryan Craig, 2023-11-07 College isn’t for everyone. It’s time to challenge the status quo and embrace the potential of apprenticeships in tech, healthcare, finance, and more—which can provide a sustainable pathway to economic opportunity. For decades, college has been the only respectable way to access the world of work, despite paralyzing tuition and a dire lack of practical skills that has left 40 percent of college graduates underemployed, unfulfilled, and struggling to repay student loan debt. Education and workforce expert Ryan Craig explores how a modern apprenticeship system will allow students and job seekers to jump-start their careers by learning while they earn—ultimately leading to greater workforce diversity and geographic mobility. With a deep dive into the history behind America’s outdated college system, Craig reveals: The origins of the student debt crises and admissions scandals Why apprenticeships are an effective pathway to career opportunity What America can do to catch up with other nations making apprenticeship opportunities broadly available Where students and job seekers can go to land an apprenticeship Featuring a directory of US apprenticeship programs by industry and location, Apprentice Nation is an accessible blueprint for a country where young Americans of all backgrounds can launch careers in a variety of in-demand fields. With just a few common sense changes to education and workforce development, anapprentice nation will put the American Dream within reach—for everyone. |
| alternative majors to computer science: Resources in Education , 1998 |
| alternative majors to computer science: Clash! Hazel Rose Markus, Alana Conner, 2014-06-24 “If you fear that cultural, political, and class differences are tearing America apart, read this important book.” —Jonathan Haidt, Ph.D., author of The Righteous Mind Who will rule in the twenty-first century: allegedly more disciplined Asians, or allegedly more creative Westerners? Can women rocket up the corporate ladder without knocking off the men? How can poor kids get ahead when schools favor the rich? As our planet gets smaller, cultural conflicts are becoming fiercer. Rather than lamenting our multicultural worlds, Hazel Rose Markus and Alana Conner reveal how we can leverage our differences to mend the rifts in our workplaces, schools, and relationships, as well as on the global stage. Provocative, witty, and painstakingly researched, Clash! not only explains who we are, it also envisions who we could become. |
| alternative majors to 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-- |
| alternative majors to computer science: Educating Economists David C. Colander, KimMarie McGoldrick, 2010-01-01 This volume is an excellent outcome of an American Economic Association Committee for Economic Education project aimed at advancing the teaching of economics within a liberal arts context. Dave Colander and KimMarie McGoldrick assembled a most able panel of contributors for this effort that includes dialogue on what should be taught, how it should be taught, and how that teaching and learning should be assessed and rewarded. To the editors credit, they have not attempted to dictate policy but to stimulate debate on the topics. This volume is a must read for anyone seriously interested in the teaching of economics at the tertiary level. William E. Becker, Indiana University, Bloomington, US The economics major is a central part of a college education. But is that economics major doing what it is meant to do? And if not, how should it be changed? This book raises a set of provocative questions that encourage readers to look at the economics major in a different light than it is typically considered and provides a series of recommendations for change. Responding to a Teagle Foundation initiative on the role of majors in higher education, the contributors eminent economists and administrators consider the relationship between the goals and objectives of the economics major and those of a liberal education. They address questions such as: What is the appropriate training for a person who will be teaching in a liberal arts school? What incentives would motivate the creation of institutional value through teaching and not simply research? They also explore whether the disciplinary nature of undergraduate education is squeezing out the big-think questions, and replacing them with little-think questions, and whether we should change graduate training of economists to better prepare them to be teachers, rather than researchers. Providing a stimulating discussion of the economics major by many of the leaders in US economic education, this book will prove a thought provoking read for those with a special interest in economics and economics education, particularly academics, lecturers, course administrators, students and researchers. |
| alternative majors to computer science: Start at the End Matt Wallaert, 2019-06-11 Nudge meets Hooked in a practical approach to designing products and services that change behavior, from what we buy to how we work. Deciding what to create at modern companies often looks like an episode of Mad Men: people throw ideas around until one sounds sexy enough to execute and then they scale it to everyone. The result? Companies overspend on marketing to drive engagement with products and services that people don't want and won't help them be happier and healthier. Start at the End offers a new framework for design, grounded in behavioral science. Technology executive and behavioral scientist Matt Wallaert argues that the purpose of everything is behavior change. By starting with outcomes instead of processes, the most effective companies understand what people want to do and why they aren't already doing it, then build products and services to bridge the gap. Wallaert is a behavioral psychologist who has led product design at organizations ranging from startups like Clover Health to industry leaders such as Microsoft. Whether dissecting the success behind Uber's ridesharing service or Flamin' Hot Cheetos, he underscores with clarity and humor how this approach can improve the way we work and live. This is an essential roadmap for building products that matter--and changing behavior for the better. |
| alternative majors to computer science: Data Structures and Algorithm Analysis in Java, Third Edition Clifford A. Shaffer, 2012-09-06 Comprehensive treatment focuses on creation of efficient data structures and algorithms and selection or design of data structure best suited to specific problems. This edition uses Java as the programming language. |
| alternative majors to computer science: Mastering UNIX Katherine Wrightson, Joseph Merlino, 2006-02-20 All Your Unix Questions—Answered! Mastering Unix is your source for everything you need to know about today's most influential operating system. Inside, two Unix experts provide essential information on a wide range of Unix flavors, concentrating on Linux, FreeBSD, and Solaris8. Whether you're just getting started with Unix or want a resource to help you handle system administration's toughest chores, this example-filled book will answer all your questions and promote the skills you need to succeed. Coverage includes: Using the Unix shell Using X-Windows Configuring and using remote services Connecting to the Internet Creating user accounts Creating user groups Designing and building a network Using Unix utilities Programming the shell Setting up and administering a mail server Setting up and administering a news server Setting up and administering a Web server Implementing effective security practices Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file. |
| alternative majors to 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. |
ALTERNATIVE Definition & Meaning - Merriam-Webster
The meaning of ALTERNATIVE is offering or expressing a choice. How to use alternative in a sentence. Synonym Discussion of Alternative.
ALTERNATIVE | English meaning - Cambridge Dictionary
ALTERNATIVE definition: 1. An alternative plan or method is one that you can use if you do not want to use another one: 2…. Learn more.
ALTERNATIVE Definition & Meaning | Dictionary.com
Alternative definition: a choice limited to one of two or more possibilities, as of things, propositions, or courses of action, the selection of which precludes any other possibility.. See …
ALTERNATIVE definition and meaning | Collins English Dictionary
Alternative is used to describe something that is different from the usual things of its kind, or the usual ways of doing something, in modern Western society. For example, an alternative …
Alternative - Wikipedia
Alternative (Kamen Rider), a character in the Japanese TV series Kamen Rider RyukiAlternative comics, or independent comics are an alternative to mainstream superhero comics; Alternative …
Alternative - definition of alternative by The Free Dictionary
Define alternative. alternative synonyms, alternative pronunciation, alternative translation, English dictionary definition of alternative. n. 1. a. One of a number of possible choices or courses of …
alternative noun - Definition, pictures, pronunciation and usage …
alternative something that you can choose to have or do out of two or more possibilities: You can be paid in cash weekly or by cheque monthly: those are the two alternatives. option, choice or …
What does alternative mean? - Definitions.net
Alternative refers to one or more options or choices available as a substitute or replacement to the existing one. It generally denotes the possibility of choice between two or more things. In …
Alternative Definition & Meaning | Britannica Dictionary
ALTERNATIVE meaning: 1 : offering or expressing a choice; 2 : not usual or traditional often used to describe something that is more natural or that causes less pollution than the usual product, …
alternative - WordReference.com Dictionary of English
a choice among only two possibilities such that if one is chosen, the other cannot be chosen: Here are the alternatives: surrender or die. one of these choices: The alternative to riding is walking. …
ALTERNATIVE Definition & Meaning - Merriam-Webster
The meaning of ALTERNATIVE is offering or expressing a choice. How to use alternative in a sentence. Synonym Discussion of Alternative.
ALTERNATIVE | English meaning - Cambridge Dictionary
ALTERNATIVE definition: 1. An alternative plan or method is one that you can use if you do not want to use another one: 2…. Learn more.
ALTERNATIVE Definition & Meaning | Dictionary.com
Alternative definition: a choice limited to one of two or more possibilities, as of things, propositions, or courses of action, the selection of which precludes any other possibility.. See …
ALTERNATIVE definition and meaning | Collins English Dictionary
Alternative is used to describe something that is different from the usual things of its kind, or the usual ways of doing something, in modern Western society. For example, an alternative …
Alternative - Wikipedia
Alternative (Kamen Rider), a character in the Japanese TV series Kamen Rider RyukiAlternative comics, or independent comics are an alternative to mainstream superhero comics; Alternative …
Alternative - definition of alternative by The Free Dictionary
Define alternative. alternative synonyms, alternative pronunciation, alternative translation, English dictionary definition of alternative. n. 1. a. One of a number of possible choices or courses of …
alternative noun - Definition, pictures, pronunciation and usage …
alternative something that you can choose to have or do out of two or more possibilities: You can be paid in cash weekly or by cheque monthly: those are the two alternatives. option, choice or …
What does alternative mean? - Definitions.net
Alternative refers to one or more options or choices available as a substitute or replacement to the existing one. It generally denotes the possibility of choice between two or more things. In …
Alternative Definition & Meaning | Britannica Dictionary
ALTERNATIVE meaning: 1 : offering or expressing a choice; 2 : not usual or traditional often used to describe something that is more natural or that causes less pollution than the usual product, …
alternative - WordReference.com Dictionary of English
a choice among only two possibilities such that if one is chosen, the other cannot be chosen: Here are the alternatives: surrender or die. one of these choices: The alternative to riding is walking. …
