Название: Научное программирование на Python
Автор: Кристиан Хилл
Издательство: ДМК Пресс
Год: 2021
Формат: pdf
Страниц: 647
Размер: 18 Мб
Язык: русский

Книга начинается с общих концепций программирования, таких как циклы и функции в ядре Python 3, затем рассматриваются библиотеки NumPy, SciPy и Matplotlib для вычислительного программирования и визуализации данных. Обсуждается использование виртуального блокнота Jupyter Notebooks для создания мультимедийных совместно используемых документов для научного анализа. Отдельная глава посвящена анализу данных с использованием библиотеки pandas. В заключительной части представлены более сложные темы, такие как точность вычислений с применением чисел с плавающей точкой и обеспечение стабильности алгоритмов.

Название: Engineer Your Software!
Автор: Scott A. Whitmire
Издательство: Morgan & Claypool
Год: 2021
Страниц: 145
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Software development is hard, but creating good software is even harder, especially if your main job is something other than developing software. Engineer Your Software! opens the world of software engineering, weaving engineering techniques and measurement into software development activities. Focusing on architecture and design, Engineer Your Software! claims that no matter how you write software, design and engineering matter and can be applied at any point in the process. Engineer Your Software! provides advice, patterns, design criteria, measures, and techniques that will help you get it right the first time. Engineer Your Software! also provides solutions to many vexing issues that developers run into time and time again. Developed over 40 years of creating large software applications, these lessons are sprinkled with real-world examples from actual software projects. Along the way, the author describes common design principles and design patterns that can make life a lot easier for anyone tasked with writing anything from a simple script to the largest enterprise-scale systems.

Название: Practical GraphQL
Автор: Daniel Schmitz
Издательство: Leanpub
Год: 2020-12-28
Формат: ePUB, PDF
Страниц: 229
Размер: 10 Mb
Язык: Русский

GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools.
Learn through this book how to create a complete application using GraphQL.
Source code included!

Название: Performance Optimized React Applications : Tips on how to optimize React Apps for better performance
Автор: A.J. García
Издательство: Leanpub
Год: 2021
Формат: ePUB, PDF
Страниц: 90
Размер: 10 Mb
Язык: English

Leverage the power of built-in APIs and third-party libraries to build highly optimized React applications This book assumes you have a previous knowledge about web and application development,also some familiarity with React. The book offers some tips and suggestions to better optimise your React applications.
You are going to learn some use of third party libraries and built-in APIs to improve the performance of your React applications.

Название: Practical Social Engineering: A Primer for the Ethical Hacker (Early Access)
Автор: Joe Gray
Издательство: No Starch Press
Год: 2021
Формат: PDF
Страниц: 210
Размер: 10 Mb
Язык: English

An ethical introduction to social engineering, an attack technique that leverages psychology, deception, and publicly available information to breach the defenses of a human target in order to gain access to an asset. Social engineering is key to the effectiveness of any computer security professional.

Название: Hacking with Spring Boot 2.4: Classic Edition
Автор: Greg L. Turnquist
Издательство: Leanpub
Год: 2021
Формат: ePUB, PDF
Страниц: 308
Размер: 14 Mb
Язык: Русский

Spring Boot 2.4 is what everyone uses when it comes to Java application development!
...when it comes to Java development.

Название: Introduction to Computer Programming and Numerical Methods
Автор: Jocelyn O. Padallan
Издательство: Arcler Press
Год: 2021
Формат: PDF
Страниц: 262
Размер: 10 Mb
Язык: English

In the current times, computing is a very important skill to have. It is even better if you know the basics on which the computing and programming develops itself and the numerical approach that they involve. This is a field that is a subject of attention and study for several programming enthusiasts. This book, Introduction to Computer Programming and Numerical Methods, takes the readers through various such techniques that are used for programming and the numerical methods involved in them, to educate them about the fundamentals and starting point of computer programming.

Название: Design of Intelligent Applications using Machine Learning and Deep Learning Techniques
Автор: Ramchandra S. Mangrulkar, Antonis Michalas, Narendra M. Shekokar, Meera Narvekar, Pallavi V. Chavan
Издательство: CRC Press
Год: 2021
Формат: PDF
Страниц: 447
Размер: 21,7 Mb
Язык: English

Machine learning (ML) and deep learning (DL) algorithms are invaluable resources for Industry 4.0 and allied areas and are considered as the future of computing. A subfield called neural networks, to recognize and understand patterns in data, helps a machine carry out tasks in a manner similar to humans. The intelligent models developed using ML and DL are effectively designed and are fully investigated – bringing in practical applications in many fields such as health care, agriculture and security. These algorithms can only be successfully applied in the context of data computing and analysis. Today, ML and DL have created conditions for potential developments in detection and prediction.

Название: Android Malware Detection using Machine Learning
Автор:
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 212
Размер: 134 Mb
Язык: English

The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize the following: (1) the scalability over a large malware corpus; (2) the resiliency to common obfuscation techniques; (3) the portability over different platforms and architectures.

Название: Applications of Artificial Intelligence in Process Systems Engineering
Автор: Jingzheng Ren, Weifeng Shen, Yi Man
Издательство: Elsevier
Год: 2021
Страниц: 542
Язык: английский
Формат: pdf (true)
Размер: 53.8 MB

Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging areas such as cloud computing, Big Data, the industrial Internet of Things and Deep Learning. With process systems engineering's potential to become one of the driving forces for the development of AI technologies, this book covers all the right bases.