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Ht Think Like A Computer Scien

Author: Jeffrey Elkner
Publisher: Samurai Media Limited
ISBN: 9789888406784
Size: 51.58 MB
Format: PDF, ePub, Docs
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The goal of this book is to teach you to think like a computer scientist. This way of thinking combines some of the best features of mathematics, engineering, and natural science. Like mathematicians, computer scientists use formal languages to denote ideas (specifically computations). Like engineers, they design things, assembling components into systems and evaluating tradeoffs among alternatives. Like scientists, they observe the behavior of complex systems, form hypotheses, and test predictions. The single most important skill for a computer scientist is problem solving. Problem solving means the ability to formulate problems, think creatively about solutions, and express a solution clearly and accurately. As it turns out, the process of learning to program is an excellent opportunity to practice problem-solving skills. That's why this chapter is called, The way of the program. On one level, you will be learning to program, a useful skill by itself. On another level, you will use programming as a means to an end. As we go along, that end will become clearer.

Think Python

Author: Allen B. Downey
Publisher: "O'Reilly Media, Inc."
ISBN: 1491939419
Size: 28.18 MB
Format: PDF, Mobi
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If you want to learn how to program, working with Python is an excellent way to start. This hands-on guide takes you through the language a step at a time, beginning with basic programming concepts before moving on to functions, recursion, data structures, and object-oriented design. This second edition and its supporting code have been updated for Python 3. Through exercises in each chapter, you’ll try out programming concepts as you learn them. Think Python is ideal for students at the high school or college level, as well as self-learners, home-schooled students, and professionals who need to learn programming basics. Beginners just getting their feet wet will learn how to start with Python in a browser. Start with the basics, including language syntax and semantics Get a clear definition of each programming concept Learn about values, variables, statements, functions, and data structures in a logical progression Discover how to work with files and databases Understand objects, methods, and object-oriented programming Use debugging techniques to fix syntax, runtime, and semantic errors Explore interface design, data structures, and GUI-based programs through case studies

Neural Networks And Analog Computation

Author: Hava T. Siegelmann
Publisher: Springer Science & Business Media
ISBN: 146120707X
Size: 12.25 MB
Format: PDF, Mobi
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The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students.

Think Like A Programmer

Author: V. Anton Spraul
Publisher: No Starch Press
ISBN: 1593274564
Size: 22.84 MB
Format: PDF, ePub, Docs
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The real challenge of programming isn't learning a language's syntax—it's learning to creatively solve problems so you can build something great. In this one-of-a-kind text, author V. Anton Spraul breaks down the ways that programmers solve problems and teaches you what other introductory books often ignore: how to Think Like a Programmer. Each chapter tackles a single programming concept, like classes, pointers, and recursion, and open-ended exercises throughout challenge you to apply your knowledge. You'll also learn how to: –Split problems into discrete components to make them easier to solve –Make the most of code reuse with functions, classes, and libraries –Pick the perfect data structure for a particular job –Master more advanced programming tools like recursion and dynamic memory –Organize your thoughts and develop strategies to tackle particular types of problems Although the book's examples are written in C++, the creative problem-solving concepts they illustrate go beyond any particular language; in fact, they often reach outside the realm of computer science. As the most skillful programmers know, writing great code is a creative art—and the first step in creating your masterpiece is learning to Think Like a Programmer.

Political Science Research Methods

Author: Janet Buttolph Johnson
Publisher: CQ Press
ISBN: 1506307841
Size: 75.10 MB
Format: PDF, Docs
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Understand the “how” and the “why” behind research in political science. Step by step, Political Science Research Methods walks students through the logic of research design, carefully explaining how researchers choose which method to employ. The Eighth Edition of this trusted resource offers a greater emphasis on the ways in which particular methods are used by undergraduates, expanded coverage of the role of the Internet in research and analysis, and more international examples. Practice makes perfect. In the new fourth edition of the accompanying workbook, Working with Political Science Research Methods, students are given the perfect opportunity to practice each of the methods presented in the core text. This helpful supplement breaks each aspect of the research process into manageable parts and features new exercises and updated data sets. A solutions manual with answers to the workbook is available to adopters.

Introducing Html5

Author: Bruce Lawson
Publisher: Peachpit Press
ISBN: 0321784421
Size: 31.89 MB
Format: PDF, ePub, Docs
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Provides information on the elements on HTML, offers code examples, and describes how to build accessible markup.

Machine Learning

Author: Peter Flach
Publisher: Cambridge University Press
ISBN: 1107096391
Size: 80.49 MB
Format: PDF, Kindle
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Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook.

Introduction To Data Technologies

Author: Paul Murrell
Publisher: CRC Press
ISBN: 9781420065183
Size: 32.27 MB
Format: PDF
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Providing key information on how to work with research data, Introduction to Data Technologies presents ideas and techniques for performing critical, behind-the-scenes tasks that take up so much time and effort yet typically receive little attention in formal education. With a focus on computational tools, the book shows readers how to improve their awareness of what tasks can be achieved and describes the correct approach to perform these tasks. Practical examples demonstrate the most important points The author first discusses how to write computer code using HTML as a concrete example. He then covers a variety of data storage topics, including different file formats, XML, and the structure and design issues of relational databases. After illustrating how to extract data from a relational database using SQL, the book presents tools and techniques for searching, sorting, tabulating, and manipulating data. It also introduces some very basic programming concepts as well as the R language for statistical computing. Each of these topics has supporting chapters that offer reference material on HTML, CSS, XML, DTD, SQL, R, and regular expressions. One-stop shop of introductory computing information Written by a member of the R Development Core Team, this resource shows readers how to apply data technologies to tasks within a research setting. Collecting material otherwise scattered across many books and the web, it explores how to publish information via the web, how to access information stored in different formats, and how to write small programs to automate simple, repetitive tasks.

Designing Your Life

Author: Bill Burnett
Publisher: Knopf
ISBN: 110187533X
Size: 70.42 MB
Format: PDF, Mobi
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#1 New York Times Bestseller At last, a book that shows you how to build—design—a life you can thrive in, at any age or stage Designers create worlds and solve problems using design thinking. Look around your office or home—at the tablet or smartphone you may be holding or the chair you are sitting in. Everything in our lives was designed by someone. And every design starts with a problem that a designer or team of designers seeks to solve. In this book, Bill Burnett and Dave Evans show us how design thinking can help us create a life that is both meaningful and fulfilling, regardless of who or where we are, what we do or have done for a living, or how young or old we are. The same design thinking responsible for amazing technology, products, and spaces can be used to design and build your career and your life, a life of fulfillment and joy, constantly creative and productive, one that always holds the possibility of surprise. "Designing Your Life walks readers through the process of building a satisfying, meaningful life by approaching the challenge the way a designer would. Experimentation. Wayfinding. Prototyping. Constant iteration. You should read the book. Everyone else will." —Daniel Pink, bestselling author of Drive “This [is] the career book of the next decade and . . . the go-to book that is read as a rite of passage whenever someone is ready to create a life they love.” —David Kelley, Founder of IDEO “An empowering book based on their popular class of the same name at Stanford University . . . Perhaps the book’s most important lesson is that the only failure is settling for a life that makes one unhappy. With useful fact-finding exercises, an empathetic tone, and sensible advice, this book will easily earn a place among career-finding classics.” —Publishers Weekly From the Hardcover edition.

Teaching Computational Thinking In Primary Education

Author: Ozcinar, Huseyin
Publisher: IGI Global
ISBN: 1522532013
Size: 60.48 MB
Format: PDF
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Computational technologies have been impacting human life for years. Teaching methods must adapt accordingly to provide the next generation with the necessary knowledge to further advance these human-assistive technologies. Teaching Computational Thinking in Primary Education is a crucial resource that examines the impact that instructing with a computational focus can have on future learners. Highlighting relevant topics that include multifaceted skillsets, coding, programming methods, and digital games, this scholarly publication is ideal for educators, academicians, students, and researchers who are interested in discovering how the future of education is being shaped.