The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization.
This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters.
Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.
Автор: Wang Название: Mac OS X for Absolute Beginners ISBN: 1484219120 ISBN-13(EAN): 9781484219126 Издательство: Springer Рейтинг: Цена: 32600.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Best-selling author Wallace Wang teaches you how to use El Capitan, the latest version of the Mac operating system, in everyday situations. This book shows you, the beginner Mac user, how to get up and running, operate, and work day-to-day on your Mac. You will learn how to run applications, manage windows and files, work with the internet, and more. You will even learn how to use your Mac with an iPhone and an Apple watch.
If you've ever felt that you couldn't learn how to use a Mac, this is your opportunity to give it a go.
What you’ll learn
How to get up and running with Mac OS X El CapitanHow to navigate and manage viewsHow to manage your filesWhat entertainment options are available to you, and how to use them How to maintain your Mac How to work with iPhone and Apple watch.
Who This Book Is For
Anyone who wants to learn how to use OS X El Capitan. No previous experience is required.
Автор: West Название: Practical Web Design for Absolute Beginners ISBN: 1484219929 ISBN-13(EAN): 9781484219928 Издательство: Springer Рейтинг: Цена: 32600.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Learn the fundamentals of modern web design, rather than relying on CMS programs, such as WordPress or Joomla!. You will be introduced to the essentials of good design and how to optimize for search engines. You will discover how to register a domain name and migrate a website to a remote host. Because you will have built the web pages yourself, you will know exactly how HTML and CSS work. You have will complete control over your websites and their maintenance.Practical Website Design for Absolute Beginners centers around introducing small amounts of new code in short practical chapters and provides many website templates that can be easily adapted for your own websites. Each chapter builds on the templates created in the previous chapter. You are provided with a practical project to complete in most chapters, and taught to produce practical web pages right from the start. In the first chapter you will install and configure a free text editor, then you will produce the structure for your first web page. You will then gradually learn to create more sophisticated and increasingly practical web pages and websites. In this book you will be encouraged by means of a series of achievable goals, and you will be rewarded by the knowledge that you are learning something valuable and really worthwhile. You will not have to plow through daunting chapters of disembodied code theory because the code is described and explained in context within each project. Because each project is fully illustrated, you will see clearly what you are expected to achieve as you create each web page.What You'll Learn Provides instructions for installing a text editor for producing HTML and CSS Shows you step-by-step how to build and test web pages and websitesTeaches you how to ensure that your websites are attractive and useful Describes how to make the most effective use of color and imagesTeaches you the essential features of search engine optimizationShows you how to migrate your website to a remote host
Who This Book Is For
Practical Website Design for Absolute Beginners is for people who want to begin designing their own websites. It uses a highly motivational, easily assimilated step-by-step approach where you will start learning practical skills from the very first chapter. The book is an excellent choice for people who have computer skills but would also like to learn HTML and CSS. For readers who have little or no knowledge of HTML and CSS, the book will teach enough to complete all the projects in the book.
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