Litgu.ru - Литературный Гуру

Название: Data Algorithms with Spark: Recipes and Design Patterns for Scaling Up using PySpark (Fourth Early Release)
Автор: Mahmoud Parsian
Издательство: O’Reilly Media, Inc.
Год: 2021-09-10
Страниц: 390
Язык: английский
Формат: epub
Размер: 10.1 MB

Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark. Spark’s “native” language is Scala, but you can use language APIs to run Spark code from other programming languages (for example, Java, R, and Python). In this book, I teach you how to use PySpark to solve big data problems in Spark. In this book, you will learn how to solve your big data problems in Spark by expressing your solution in PySpark. You will lean how to read your data and represent it as an RDD and DataFrame. RDD is a fundamental data abstraction of Spark. DataFrame (a distributed table of rows with named columns) in Spark allows developers to impose a structure onto a distributed collection of data, allowing higher-level abstraction.

Название: Scientific Programming
Автор: Jorge Alberto Calvo
Издательство: Cambridge Scholars Publishing
Год: 2018
Формат: PDF
Страниц: 563
Размер: 10 Mb
Язык: English

This book offers an introduction to computer programming, numerical analysis, and other mathematical ideas that extend the basic topics learned in calculus. It illustrates how mathematicians and scientists write computer programs, covering the general building blocks of programming languages and a description of how these concepts fit together to allow computers to produce the results they do. Topics explored here include binary arithmetic, algorithms for rendering graphics, the smooth interpolation of discrete data, and the numerical approximation of non-elementary integrals. The book uses an open-source computer algebra system called Maxima. Using Maxima, first-time programmers can perform familiar tasks, such as graphing functions or solving equations, and learn the basic structures of programming before moving on to other popular programming languages. The epilogue provides some simple examples of how this process works in practice. The book will particularly appeal to students who have finished their calculus sequence.

Название: MATLAB Coder User’s Guide (R2021a)
Автор: MathWorks
Издательство: MathWorks
Год: 2021
Формат: True PDF
Страниц: 1298
Размер: 11,4 Mb
Язык: English

MATLAB Coder generates C and C++ code from MATLAB code for a variety of hardware platforms, from desktop systems to embedded hardware. It supports most of the MATLAB language and a wide range of toolboxes. You can integrate the generated code into your projects as source code, static libraries, or dynamic libraries. The generated code is readable and portable. You can combine it with key parts of your existing C and C++ code and libraries. You can also package the generated code as a MEX-function for use in MATLAB.

Название: Soft Computing Approach for Mathematical Modeling of Engineering Problems
Автор: Ali Ahmadian, Soheil Salahshour
Издательство: CRC Press
Год: 2022
Страниц: 204
Язык: английский
Формат: True ePub
Размер: 10.17 MB

This book describes different mathematical modeling and soft computing techniques used to solve practical engineering problems. It gives an overview of the current state of soft computing techniques and describes the advantages and disadvantages of soft computing compared to traditional hard computing techniques. Through examples and case studies, the editors demonstrate and describe how problems with inherent uncertainty can be addressed and eventually solved through the aid of numerical models and methods. The chapters address several applications and examples in bioengineering science, drug delivery, solving inventory issues, Industry 4.0, augmented reality and weather forecasting. Other examples include solving fuzzy-shortest-path problems by introducing a new distance and ranking functions. Because, in practice, problems arise with uncertain data and most of them cannot be solved exactly and easily, the main objective is to develop models that deliver solutions with the aid of numerical methods.

Название: MATLAB Programming for Engineers, 6th Edition
Автор: Stephen J. Chapman
Издательство: Cengage Learning, Inc
Год: 2020
Формат: True PDF
Страниц: 865
Размер: 29,2 Mb
Язык: English

Master today's MATLAB technical programming language while strengthening problem-solving skills with the help of Chapman's successful MATLAB PROGRAMMING FOR ENGINEERS, 6th Edition. You learn how to write clean, efficient and well-documented programs as you simultaneously gain an understanding of the many practical functions of MATLAB. You study the latest version of MATLAB R2018a and work with new MATLAB GUI (Graphical User Interface) Apps. The first nine chapters provide a basic introduction to programming and problem solving, while the remaining chapters address more advanced topics, such as I/O, object-oriented programming, and Graphical User Interfaces. With this comprehensive coverage, MATLAB PROGRAMMING FOR ENGINEERS, 6th Edition serves as a trusted reference tool throughout your studies and into your professional career as you work with MATLAB.

Название: 97 Things Every Java Programmer Should Know: Collective Wisdom from the Experts
Автор: Kevlin Henney, Trisha Gee
Издательство: O’Reilly Media
Год: 2020
Страниц: 268
Язык: английский
Формат: pdf (true), epub
Размер: 53.2 MB, 49.7 MB

If you want to push your Java skills to the next level, this book provides expert advice from Java leaders and practitioners. You’ll be encouraged to look at problems in new ways, take broader responsibility for your work, stretch yourself by learning new techniques, and become as good at the entire craft of development as you possibly can.

Название: Innovative Tableau: 100 More Tips, Tutorials, and Strategies First Edition
Автор: Ryan Sleeper
Издательство: O’Reilly Media
Год: 2020-04-24, 2021-05-14
Формат: epub, true pdf
Страниц: 664, 637
Размер: 69.4 Mb, 71.6 Mb
Язык: English

Level up with Tableau to build eye-catching, easy-to-interpret data visualizations. In this follow-up guide to Practical Tableau, author Ryan Sleeper takes you through a collection of unique tips and tutorials for using this popular software. Beginning to advanced Tableau users will learn how to go beyond Show Me to make better charts and learn dozens of tricks to improve both the author and user experience.

Название: Analytical Skills for AI and Data Science: Building Skills for an AI-Driven Enterprise
Автор: Daniel Vaughan
Издательство: O’Reilly Media
Год: 2020-05-21
Формат: true pdf, epub/pdf(conv.)
Страниц: 244
Размер: 12.6 Mb, 19.3 Mb
Язык: English

While several market-leading companies have successfully transformed through data- and AI-driven approaches to business, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the potential of this predictive revolution? This practical guide presents a battle-tested method to help you translate business decisions into tractable descriptive, predictive, and prescriptive problems.

Название: Алгоритмизация и программирование
Автор(ы): Тюльпинова Н.В.
Издательство: Вузовское образование
Год: 2019
Страниц: 200
Формат: PDF
Размер: 10 Мб
Язык: русский

В учебном пособии рассмотрены основные понятия алгоритмизации и программирования. Последовательное изложение основ программирования ведется на примере языка Паскаль. Приведены фундаментальные алгоритмы, приемы их программирования и примеры применения. Теоретический материал проиллюстрирован большим количеством примеров.

Название: CSS Master, 3rd Edition
Автор: Tiffany B. Brown
Издательство: SitePoint
Год: 2021
Формат: True PDF
Страниц: 523
Размер: 78,5 Mb
Язык: English

CSS has grown from a language for formatting documents into a robust languagefor designing web applications. Its simplicity is deceptive, however. It belies the complexity of the box model, stacking contexts, specificity, and the cascade. CSS mastery lies in understanding these concepts and how to take advantage of them.