Название: The Practice of Computing Using Python, 3rd Edition
Автор: William Punch, Richard Enbody
Издательство: Pearson
Год: 2017
Формат: True PDF
Страниц: 913
Размер: 15 Mb
Язык: English

Introduces Python programming with an emphasis on problem-solving
Now in its Third Edition, Practice of Computing Using Python continues to effectively introduce readers to computational thinking using Python, with a strong emphasis on problem solving through computer science. The authors have chosen Python for its simplicity, powerful built-in data structures, advanced control constructs, and practicality. The text is built from the ground up for Python programming, rather than having been translated from Java or C++.

Название: Multi-Criteria Decision Models in Software Reliability: Methods and Applications
Автор: Ashish Mishra, Nguyen Thi Dieu Linh, Manish Bhardwaj
Издательство: CRC Press
Год: 2023
Страниц: 321
Язык: английский
Формат: pdf (true)
Размер: 23.2 MB

In the present era, software reliability plays a vital role in solving different kinds of problems and providing promising solutions in digital world. Because of the increase in digitalisation in today’s lifestyle and each and every service to make the life easier, good software interfaces are required. Due to the increase in the usability and dependency on software, one important feature matters a lot, that is software reliability. The success of incorporation of the heavy software in the system works only with reliability feature. Such reliability depends upon different criteria and the deployed environment. It does not always relate to one or two factors, but it depends upon various factors such as physical or virtual. The Chapter 2 focuses on the examination of relevant literature and provides a conceptual framework that explains the role of Machine Learning (ML) and profound learning in the development of intelligent (artifcial) beings. The Chapter 3 reviews the various classifcations used to predict software defects using software measurements in the literature. In this chapter, a detailed analysis of application of data mining and Machine Learning approaches used for software quality, defect and quality analysis is presented.

Название: ANOVA and Mixed Models: A Short Introduction Using R
Автор: Lukas Meier
Издательство: CRC Press
Серия: The R Series
Год: 2023
Страниц: 202
Язык: английский
Формат: pdf (true)
Размер: 11.4 MB

ANOVA and Mixed Models: A Short Introduction Using R provides both the practitioner and researcher a compact introduction to the analysis of data from the most popular experimental designs. Based on knowledge from an introductory course on probability and statistics, the theoretical foundations of the most important models are introduced. The focus is on an intuitive understanding of the theory, common pitfalls in practice, and the application of the methods in R. From data visualization and model fitting, up to the interpretation of the corresponding output, the whole workflow is presented using R. The book does not only cover standard ANOVA models, but also models for more advanced designs and mixed models, which are common in many practical applications.

Название: Nonparametric Statistics with Applications to Science and Engineering with R, 2nd Edition
Автор: Paul Kvam, Brani Vidakovic, Seong-joon Kim
Издательство: Wiley
Год: 2023
Страниц: 451
Язык: английский
Формат: pdf (true)
Размер: 11.0 MB

Introduction to the methods and techniques of traditional and modern nonparametric statistics, incorporating R code. Nonparametric Statistics with Applications to Science and Engineering presents modern nonparametric statistics from a practical point of view, with the newly revised edition including custom R functions implementing nonparametric methods to explain how to compute them and make them more comprehensible. Relevant built-in functions and packages on CRAN are also provided with a sample code. R codes in the new edition not only enable readers to perform nonparametric analysis easily, but also to visualize and explore data using R's powerful graphic systems, such as ggplot2 package and R base graphic system.

Название: Mastering Django A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Формат: True PDF
Страниц: 322
Размер: 10 Mb
Язык: English

Mastering Django helps the reader master the powerful Django framework for Python for creating dynamic applications and projects. Django is a high-level, open-source Python web framework created to help web developers achieve tight deadlines while also meeting a variety of needs. The primary feature of Django that makes it so popular among developers is that it promotes rapid development while providing a consistent and realistic design.

Название: Mastering Visual Studio Code A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Формат: PDF
Страниц: 270
Размер: 23,8 Mb
Язык: English

Mastering Visual Studio Code empowers the readers to get the most out of VS Code, an extremely popular and powerful code editor. Microsoft’s Visual Studio Code (VS Code) is a free and open-source code and text editor. Despite its modest size, VS Code includes numerous significant features that have made it one of the most popular code editors in recent years.
VS Code is compatible with various programming languages, including Java, C++, Python, CSS, Go, and Docker files. VS Code also lets you add and create new extensions, such as code linkers, debuggers, and support for cloud and web development. Compared to other text editors, the VS Code user interface allows for a lot of interactivity.

Название: Mastering Kotlin: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Формат: True PDF
Страниц: 335
Размер: 10 Mb
Язык: English

Mastering Kotlin helps readers quickly understand core concepts and then move on to practical projects using the Kotlin programming language.
Back in the day, Java was the de facto choice for creating Android apps. However, since Google announced Kotlin as the new language of choice for building Android applications, developers haven’t looked back.

Название: Mastering NativeScript: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Формат: True PDF
Страниц: 280
Размер: 10 Mb
Язык: English

Mastering NativeScript helps readers master the NativeScript framework for faster and more robust mobile app development.
Mobile devices have progressed from a mere means of communication to becoming a critical business tool in recent years. People are increasingly glued to their smartphones as technology advances at breakneck speed. The significance of mobile app development cannot be overstated.

Название: Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries
Автор: Lee Vaughan
Издательство: No Starch Press
Год: 2022
Формат: True ePUB
Страниц: 646
Размер: 36,4 Mb
Язык: English

Python Tools for Scientists introduces you to the most popular coding tools for scientific research, such as Anaconda, Spyder, Jupyter Notebooks, and JupyterLab, as well as dozens of important Python libraries for working with data, including NumPy, matplotlib, and pandas. No prior programming experience is required.

Название: Dead Simple Python: Idiomatic Python for the Impatient Programmers
Автор: Jason C. McDonald
Издательство: No Starch Press
Год: 2022
Формат: True ePUB, MOBI
Страниц: 707
Размер: 10 Mb
Язык: English

Dead Simple Python is a thorough introduction to every feature of the Python language for programmers who are impatient to write production code. Instead of revisiting elementary computer science topics, you'll dive deep into idiomatic Python patterns so you can write professional Python programs in no time.