Название: Data Science for Engineers
Автор: Raghunathan Rengaswamy, Resmi Suresh
Издательство: CRC Press
Год: 2023
Страниц: 361
Язык: английский
Формат: pdf (true)
Размер: 13.4 MB

With tremendous improvement in computational power and availability of rich data, almost all engineering disciplines use Data Science at some level. This textbook presents material on Data Science comprehensively, and in a structured manner. It provides conceptual understanding of the fields of Data Science, Machine Learning (ML), and Artificial Intelligence (AI), with enough level of mathematical details necessary for the readers. This will help readers understand major thematic ideas in Data Science, Machine Learning, and Artificial Intelligence, and implement first-level Data Science solutions to practical engineering problems.

Название: Application Security Program Handbook: A guide for software engineers and team leaders (Final Release)
Автор: Derek Fisher
Издательство: Manning Publications
Год: 2022
Страниц: 297
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Stop dangerous threats and secure your vulnerabilities without slowing down delivery. This practical book is a one-stop guide to implementing a robust application security program. Application Security Program Handbook teaches you to implement a robust program of security throughout your development process. It goes well beyond the basics, detailing a flexible approach that can adapt and evolve to new and emerging threats. Follow the expert advice in this guide and you’ll reliably deliver software that is free from security defects and critical vulnerabilities.

Название: Python in a Nutshell: A Desktop Quick Reference, 4th Edition (6th Early Release)
Автор: Alex Martelli, Anna Martelli Ravenscroft, Steve Holden
Издательство: O’Reilly Media, Inc.
Год: 2022-11-08
Страниц: 741
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

Python was recently ranked as today's most popular programming language on the TIOBE index, thanks to its broad applicability to design and prototyping to testing, deployment, and maintenance. With this updated fourth edition, you'll learn how to get the most out of Python, whether you're a professional programmer or someone who needs this language to solve problems in a particular field. Carefully curated by recognized experts in Python, this new edition focuses on version 3.10, bringing this seminal work on the Python language fully up to date on five version releases, including preview coverage of upcoming 3.11 features.

Название: Convolutional Neural Networks for Medical Image Processing Applications
Автор: Şaban Öztürk
Издательство: CRC Press
Год: 2023
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 16.0 MB

The rise in living standards increases the expectation of people in almost every field. At the forefront is health. Over the past few centuries, there have been major developments in healthcare. Medical device technology and developments in Artificial Intelligence (AI) are among the most important ones. The improving technology and our ability to harness the technology effectively by means such as AI have led to unprecedented advances, resulting in early diagnosis of diseases. AI algorithms enable the fast and early evaluation of images from medical devices to maximize the benefits. While developments in the field of AI were quickly adapted to the field of health, in some cases this contributed to the formation of innovative Artificial Intelligence algorithms. Today, the most effective Artificial Intelligence method is accepted as deep learning. Convolutional neural network (CNN) architectures are Deep Learning algorithms used for image processing. This book contains applications of CNN methods. The content is quite extensive, including the application of different CNN methods to various medical image processing problems. Readers will be able to analyze the effects of CNN methods presented in the book in medical applications.

Название: Operating OpenShift: An SRE Approach to Managing Infrastructure (Final)
Автор: Rick Rackow, Manuel Dewald
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 300
Язык: английский
Формат: epub
Размер: 10.16 MB

Kubernetes has gained significant popularity over the past few years, with OpenShift as one of its most mature and prominent distributions. But while OpenShift provides several layers of abstraction over vanilla Kubernetes, this software can quickly become overwhelming because of its rich feature set and functionality. This practical book helps you understand and manage OpenShift clusters from minimal deployment to large multicluster installations. Principal site reliability engineers Rick Rackow and Manuel Dewald, who worked together on Red Hat's managed OpenShift offering for years, provide valuable advice to help your teams operate OpenShift clusters efficiently. Designed for SREs, system administrators, DevOps engineers, and cloud architects, Operating OpenShift encourages consistent and easy container orchestration and helps reduce the effort of deploying a Kubernetes platform. You'll learn why OpenShift has become highly attractive to enterprises large and small.

Название: Python for Probability, Statistics, and Machine Learning, 3rd Edition
Автор: Jose Unpingco
Издательство: Springer
Год: 2022
Страниц: 524
Язык: английский
Формат: pdf (true), epub
Размер: 56.7 MB

Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also understand their relative strengths and weaknesses. The entire text, including all the figures and numerical results, is reproducible using the Python codes provided, thus enabling readers to follow along by experimenting with the same code on their own computers. Modern Python modules like Pandas, Sympy, Scikit-learn, Statsmodels, Scipy, Xarray, Tensorflow, and Keras are used to implement and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, interpretability, and regularization. Many abstract mathematical ideas, such as modes of convergence in probability, are explained and illustrated with concrete numerical examples. This book is suitable for anyone with undergraduate-level experience with probability, statistics, or Machine Learning and with rudimentary knowledge of Python programming.

Название: Kubernetes изнутри
Автор: Джей Вьяс, Крис Лав
Издательство: ДМК Пресс
Год: 2022
Страниц: 380
Язык: русский
Формат: pdf
Размер: 11.8 MB

Развертывание Kubernetes в реальных условиях – сложная задача. Даже небольшие ошибки в конфигурации или в архитектуре могут серьезно навредить вашей системе. Поэтому всегда полезно знать, как работает каждый компонент, чтобы уметь быстро устранять неполадки и переходить к следующей задаче. В этой книге подробно рассказывается о настройке и управлении платформой Kubernetes, а также о том, как быстро и эффективно устранять неполадки. Исследуется внутреннее устройство Kubernetes – от управления iptables до настройки динамически масштабируемых кластеров, реагирующих на изменение нагрузки. Советы профессионалов помогут вам поддерживать работоспособность ваших приложений. Особое внимание уделяется теме безопасности. Книга адресована разработчикам и администраторам Kubernetes со средним уровнем подготовки.

Название: Analysis and Comparison of Metaheuristics
Автор: Erik Cuevas, Omar Avalos, Jorge Galvez
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 230
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book presents a comparative perspective of current metaheuristic developments, which have proved to be effective in their application to several complex problems. The study of biological and social entities such as animals, humans, or insects that manifest a cooperative behavior has produced several computational models in metaheuristic methods. Although these schemes emulate very different processes or systems, the rules used to model individual behavior are very similar. Under such conditions, it is not clear to identify which are the advantages or disadvantages of each metaheuristic technique. The book is compiled from a teaching perspective. For this reason, the book is primarily intended for undergraduate and postgraduate students of Science, Electrical Engineering, or Computational Mathematics. It is appropriate for courses such as Artificial Intelligence, Electrical Engineering, Evolutionary Computation. The book is also useful for researchers from the evolutionary and engineering communities. Likewise, engineer practitioners, who are not familiar with metaheuristic computation concepts, will appreciate that the techniques discussed are beyond simple theoretical tools since they have been adapted to solve significant problems that commonly arise in engineering areas.

Название: Modern Web Development with Deno: Develop Modern jаvascript and TypeScript Code with Svelte, React and GraphQL
Автор: Mayur Borse
Издательство: BPB Publications
Год: 2023
Страниц: 200
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Learn Deno with TypeScript. Deno is a web platform that offers capabilities for jаvascript and TypeScript and supports modern web standards. It is a straightforward, up-to-date, secure runtime environment for web developers. This book will teach all you need to know about Deno's primitives, its ideas, and how you can use them to build applications that work in the real world. The book's first part is devoted to familiarizing you with Deno's runtime and comprehensive ecosystem. This book will help you to get familiar with TypeScript and experiment with Deno. The book will also help you to learn about GraphQL and Oak and build basic scripts. It will help you to design basic web applications such as a phonebook application and a to-do list application, both of which will have their user interfaces (UI) and APIs developed. This book will help you to get a good level of confidence with Deno over NodeJS so that you can start using Deno to build, maintain, and deploy web apps that are reliable and secure.

Название: Clean Architecture for Android: Implement Expert-led Design Patterns to Build Scalable, Maintainable, and Testable Android Apps
Автор: Eran Boudjnah
Издательство: BPB Publications
Год: 2023
Страниц: 397
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Architect an Android application independent of UI, databases and frameworks. "Clean Architecture for Android" was written to help developers apply Clean Architecture to their projects. The book will explain why Clean Architecture is so valuable. It will demonstrate how you can use this architecture to build more reliable and extensible apps. It will also show you how Clean Architecture helps ensure your projects are easy to maintain. This book will explain the structure and functions at each level of the architecture. It will show you how to integrate Clean Architecture into your project and gradually transition from your current architecture to the new one. Finally, it will demonstrate how to apply the various Clean Architecture concepts by practicing and demonstrating their value. If you are new to creating Android apps, this book will give you the foundational knowledge you need to start creating apps using Clean Architecture.