Название: Serverless Beyond the Buzzword: A Strategic Approach to Modern Cloud Management, Second Edition
Автор: Thomas Smart
Издательство: Apress
Год: 2023
Страниц: 739
Язык: английский
Формат: pdf, epub
Размер: 40.8 MB

Know how Serverless and cloud-native systems work, their benefits and roles in automating and optimizing organizations, and the challenges to be considered. Anyone interested in Serverless architecture will benefit from this book, regardless of their level of technical understanding. This revised and expanded new edition explains many related terms, such as microservices, cloud-native, architecture, several relevant AWS services, and how it all works together to produce cost-effective, scalable solutions in the cloud. The book starts at a high level and gradually gets more in-depth and technical. Anyone interested in a deep understanding of Serverless and how it can impact organizations and projects, regardless of their technical level.

Название: CSS-in-JS
Автор: Коллектив
Издательство: HTML Academy
Год: 2022
Формат: HTML
Страниц: много
Размер: 27 Mb
Язык: Русский

CSS-in-JS — это современный подход к стилизации веб-приложений. Он расширяет возможности CSS при помощи jаvascript и позволяет преодолеть ряд ограничений и проблем традиционных методов работы со стилями.

Название: Beginning with Machine Learning: The Ultimate Introduction to Machine Learning, Deep Learning, Scikit-learn, and TensorFlow
Автор: Dr. Amit Dua, Umair Ayub
Издательство: BPB Publications
Год: 2023
Страниц: 237
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

A step-by-step guide to get started with Machine Learning. Should I choose supervised learning or reinforcement learning? Which algorithm is best suited for my application? How does Deep Learning advance the capacities of problem-solving? If you have found yourself asking these questions, this book is specially developed for you. The book will help readers understand the core concepts of Machine Learning and techniques to evaluate any Machine Learning model with ease. The book starts with the importance of Machine Learning by analyzing its impact on the global landscape. The book also covers Supervised and Unsupervised ML along with Reinforcement Learning. In subsequent chapters, the book explores these topics in even greater depth, evaluating the pros and cons of each and exploring important topics such as Bias-Variance Tradeoff, Clustering, and Dimensionality Reduction. The book also explains model evaluation techniques such as Cross-Validation and GridSearchCV. The book also features mind maps which help enhance the learning process by making it easier to learn and retain information.

Название: Flight Simulation Software: Design, Development and Testing
Автор: David Allerton
Издательство: Wiley
Год: 2023
Страниц: 510
Язык: английский
Формат: pdf (true)
Размер: 21.3 MB

Flight Simulation Software explains the many aspects of flight simulator design, including open source tools for developing an engineering flight simulator. Knowledge of flight simulation software is vital for aerospace engineering professionals, educators, and students. The challenge for the simulator developer, and the focus of this book, is to understand the techniques and methods used to design, develop and test software for an engineering flight simulator. The author’s knowledge and experience in developing software for flight simulation form the topics of the chapters of the book. All the software covered in the book is used in operational engineering flight simulators and is available from the publishers for free download. This software has run on Linux and Windows platforms for the PC and currently runs in real-time on Raspberry Pi computers. This approach to software development is very much in line with the open systems community, where source code is made available to users who are encouraged to modify or improve the software, the associated libraries and support packages. The majority of the software in this book is written in the C programming language, increasing its portability for Windows and Linux platforms and extending its use to the many compatible libraries.

Название: Building Enterprise IoT Solutions with Eclipse IoT Technologies: An Open Source Approach to Edge Computing
Автор: Frederic Desbiens
Издательство: Apress
Год: 2023
Страниц: 376
Язык: английский
Формат: pdf, epub
Размер: 11.0 MB

Build IoT solutions for the enterprise using open-source building blocks from the Eclipse IoT Working Group at the Eclipse Foundation. This book introduces you to key protocols and their implementations, such as CoAP (Eclipse Californium), DDS (Eclipse Cyclone DDS), LwM2M (Eclipse Leshan), and MQTT (Eclipse Paho, Eclipse Mosquitto, and Eclipse Amlen). Although the book discusses hardware matters, its focus is on software and relevant open standards. The book helps you understand the pros and cons of the technologies available from Eclipse IoT and how they have been used in actual deployments. The core Zenoh library is implemented in Rust. Consequently, the team publishes binaries for the main platforms supported by the language: Linux, macOS, and Windows. At the time of writing, the C and Python language bindings are supported on every platform where the target language and Rust are supported. This section will focus on Python code examples.

Название: Python with OpenCV3: Computer Vision Course for Beginners
Автор: Richard Stallman
Издательство: Amazon.com Services LLC
Год: 2022
Страниц: 400
Язык: английский
Формат: pdf (true)
Размер: 15.7 MB

OpenCV provides a real-time optimized powerful computer vision library, tools. It also supports model execution for Machine Learning (ML) and Artificial Intelligence (AI). You can use the OpenCV in a wide variety of ways like make application image processing, computer vision, video processing and more. This book introduces you use OpenCV write first programs with Python language to make your application like image process, computer vision, video processing. This book will immediately put your knowledge with real practice.

Название: Neural Networks and Learning Algorithms in MATLAB
Автор: Ardahir Mohammadazadeh, Mohammad Hosein Sabzalian, Oscar Castillo
Издательство: Springer
Год: 2022
Страниц: 123
Язык: английский
Формат: pdf (true), epub
Размер: 45.2 MB

This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language. The scripts herein are coded for general purposes to be easily extended to a variety of problems in different areas of application. They are vectorized and optimized to run faster and be applicable to high-dimensional engineering problems. This book will serve as a main reference for graduate and undergraduate courses in neural networks and applications. This book will also serve as a main basis for researchers dealing with complex problems that require neural networks for finding good solutions in areas, such as time series prediction, intelligent control and identification. In addition, the problem of designing neural network by using metaheuristics, such as the genetic algorithms and particle swarm optimization, with one objective and with multiple objectives, is presented.

Название: Designing Map Interfaces: Patterns for Building Effective Map Apps
Автор: Michael Gaigg
Издательство: Esri Press
Год: 2023
Страниц: 187
Язык: английский
Формат: epub (true)
Размер: 13.9 MB

Create useful and usable map apps that your users will love. Turn your next map app project into a success with Designing Map Interfaces: Patterns for Building Effective Map Apps. Whether you're configuring an out-of-the-box solution, building an app using one of the readily available app builder tools, or working on a custom app project, this book will guide you toward developing more useful and usable apps. Current courses for application development focus on technology and architecture rather than the tenets of interface design. This book teaches GIS professionals, developers, and designers the principles and best practices that will help them create stunning consumer-grade apps. Designing Map Interfaces provides a language for planning and building map apps. The elements of this language are made up of user interface (UI) patterns. Each pattern describes a solution to an observed and recurring problem in UI design. This book explains when to use the pattern, why it is important, and what to consider—and in turn will help readers make educated decisions on what, why, when, and how to solve problems to make their apps work. Throughout the book, patterns are illustrated through real-world examples.

Название: Git и GitHub
Автор: Коллектив
Издательство: HTML Academy
Год: 2022
Формат: HTML
Страниц: много
Размер: 646 Mb
Язык: Русский

Цель курса — научить работать с системой Git и показать, что её можно и нужно использовать не только в команде, но и для одиночной разработки.

Название: Algorithms with JULIA: Optimization, Machine Learning, and Differential Equations Using the JULIA Language
Автор: Clemens Heitzinger
Издательство: Springer
Год: 2022
Страниц: 447
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book provides an introduction to modern topics in scientific computing and Machine Learning (ML), using JULIA to illustrate the efficient implementation of algorithms. In addition to covering fundamental topics, such as optimization and solving systems of equations, it adds to the usual canon of computational science by including more advanced topics of practical importance. In particular, there is a focus on partial differential equations and systems thereof, which form the basis of many engineering applications. Several chapters also include material on Machine Learning (artificial neural networks (ANN) and Bayesian estimation). The programming language used in this book is Julia. Julia is a highlevel, high-performance, and dynamic programming language that has been developed with scientific and technical computing in mind. It offers features that make it very well suited for computing in science, engineering, and Machine Learning. Its syntax is similar to other languages in this area, but it has been designed to embrace modern programming concepts. It is open source, and it comes with a compiler and an easy-to-use package system.