Название: Hands-On System Design: Learn System Design, Scaling Applications, Software Development Design Patterns with Real Use-Cases
Автор: Harsh Kumar Ramchandani
Издательство: BPB Publications
Год: 2022
Страниц: 228
Язык: английский
Формат: pdf, epub (true)
Размер: 10.5 MB

The ultimate guide to ace your system designing interviews. Scaling software application is the focus of this book, which takes the reader on an in-depth journey. You'll have a better understanding of how to create a scalable, enterprise-level application after reading this guide. The book is primarily divided into three parts. The first part of the book contains five chapters that explain the fundamentals of system designing. It discusses various technologies like Cache memory, Messaging queues, Databases, etc. which are used to build modern-day scalable distributed systems. It also touches on some core networking concepts like the OSI model, important protocols like HTTP and REST architecture. Furthermore, different strategies to scale databases horizontally and vertically are also covered. In addition, an emphasis on different architectural styles – monolithic, service-oriented, and microservices is put to help a user understand the pros and cons of each one. Also, Object-oriented principles are discussed and explained with C++-style code snippets. The second part of the book takes the responsibility of explaining – how to start the system design in a practical way. It contains three chapters where the first chapter explains the various design patterns used in the industry with C++ style code snippets. It explains different behavioral, creational, and structural design patterns.

Название: Анализ медицинских изображений в Python
Автор: Ренат Алимбеков
Издательство: Интернет-издание
Год: 2023
Формат: PDF
Страниц: 36
Размер: 1 Mb
Язык: Русский

Область медицинской визуализации стала очень популярной в последние годы, но для новичков даже загрузка данных может быть проблемой. В этом мини курсе вы изучите основы анализа медицинских изображений с помощью Python. Вы будете изучать КТ и рентген снимки, сегментировать области изображения и проводить анализ метаданных. Даже если вы никогда раньше не работали с медицинскими изображениями, то по завершению курса вы будете обладать всеми необходимы навыками.

Название: The Rails and Hotwire Codex : Build an app for web, iOS, and Android
Автор: Ayush Newatia
Издательство: Leanpub
Год: 09.02.2023 (Version v1.0.4)
Страниц: 924
Язык: английский
Формат: pdf (true), epub
Размер: 45.9 MB

In 2022, building an app solely for web doesn't cut it any more. iOS and Android apps are essential for a successful SaaS product.Using Rails and Hotwire, it's possible to build a web app with accompanying hybrid mobile apps that don't suck.This book will teach you the skills to push Rails and Hotwire to the max. Hotwire provides the tools to build high-fidelity web apps without a monolithic front-end framework like React. It also gives us native extensions using which we can build iOS and Android wrappers for web apps, with the ability to go fully native when required. In this book, we’ll build an application for Web, iOS, and Android without losing our sanity!

Название: Logic: Reference Book for Computer Scientists: The 2nd Revised, Modified, and Enlarged Edition of “Logics for Computer and Data Sciences, and Artificial Intelligence”
Автор: Lech T. Polkowski
Издательство: Springer
Год: 2023
Страниц: 489
Язык: английский
Формат: pdf (true), epub
Размер: 33.0 MB

The book gives all interested in Computer Science, a deep review of relevant aspects of logic. In its scope are classical and non-classical logics. The content will be valid as well for those interested in linguistic, philosophy and many other areas of research both in humane and technical branches of science as logic permeates all genuine realms of science. The book contains a substantial part of classical results in logic like those by Godel, Tarski, Church and Rosser as well as later developments like many-valued logics, logics for knowledge engineering, first-order logics plus inductive definitions. The exposition is rigorous yet without unnecessary abstractionism, so it should be accessible to readers from many disciplines of science. Each chapter contains a problem section, and problems are borrowed from research publications which allows for passing additional information, and it allows readers to test their skills. Extensive bibliography of 270 positions directs readers to research works of importance. This book concentrates on the presentation of the basic domains of logic which have a great importance for the contemporary state of development of Computer Science (CS) and Artificial Intelligence (AI). This concerns, e.g., application of logic as a very important tool for expressing concepts on which different forms of reasoning can be performed, deep characterization of computational complexity of many different important problems in CS and AI as well as application of Boolean reasoning in different domains of CS and AI.

Название: Head First C#: A Learner’s Guide to Real-World Programming with C# and .NET, 5th Edition (Early Release)
Автор: Andrew Stellman, Jennifer Greene
Издательство: O’Reilly Media, Inc.
Год: 2023-10-03
Страниц: 176
Язык: английский
Формат: epub (true), mobi
Размер: 25.4 MB

Want to build great apps…right now? With C#, you’ve got a modern programming language and a valuable tool at your fingertips. And with Visual Studio, you’ve got an amazing development environment with highly intuitive features that make coding as easy as possible. Not only is Visual Studio a great tool for writing code, it’s also a really effective learning tool for exploring C#. Sound appealing? Let’s get coding! Create apps, games, and more using this engaging, highly visual introduction to C#, .NET, and Visual Studio. In the first chapter you'll dive right in, building a fully functional game using C# and .NET MAUI that can run on Windows, Mac, and even Android and iOS devices. You'll learn how to use classes and object-oriented programming, create 3D games in Unity, and query data with LINQ. And you'll do it all by solving puzzles, doing hands-on exercises, and building real-world applications. Interested in a development career? You'll learn important development techniques and ideas—many who learned to code with this book are now professional developers, team leads, coding streamers, and more. There's no experience required except the desire to learn. And this is the best place to start.

Название: gRPC Microservices in Go (Final Release)
Автор: Huseyin Babal
Издательство: Manning Publications
Год: 2024
Страниц: 200
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Build super fast and super secure microservices with the gRPC high-performance messaging protocol and powerful Go language. Go is perfect for writing fast, reliable microservices code, but that’s only half the story. You also need a communications framework like gRPC to connect your services and handle load balancing, tracing, health checking, and authentication. Together, Go and gRPC accelerate the development process and eliminate many of the challenges you face when building and deploying microservices. Initially developed by Google, the open-source gRPC framework helps you elegantly and reliably deliver messages securely within a microservices architecture. Its seamless integration with infrastructure for load balancing, tracing, fault tolerance, and security help you effortlessly solve many of the common challenges of microservices. gRPC’s server and client stubs let your project call remote service methods and define the business logic behind them. Combined with Go’s fast compilation and execution speed, it’s the perfect solution for building large-scale microservices architectures. For software developers who know the basics of Go.

Название: Introduction to Software Architecture: Innovative Design using Clean Architecture and Model-Driven Engineering
Автор: Kevin Lano, Sobhan Yassipour Tehrani
Издательство: Springer
Серия: Undergraduate Topics in Computer Science
Год: 2023
Страниц: 264
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

This unique, accessible textbook gives a comprehensive introduction to software architecture, using ‘clean architecture’ concepts with agile methods and model-driven development.
The work introduces the key concepts of software architectures and explains the importance of architectural design for the long-term usefulness and sustainability of software systems. In addition, it describes more than 30 architectural styles and patterns that can be used for constructing mobile applications, enterprise and web applications, machine-learning systems, and safety-critical systems. Software architecture has become recognised as a key factor in the maintainability and sustainability of software systems – poor quality architectures are likely to doom a system to becoming an expensive drain on business resources, costing more and more money to maintain over time as the system structure deteriorates and hinders evolution. In contrast, the choice of a good quality and appropriate architecture can ensure that a system retains its usefulness for many years and remains open to extension and enhancement. This book provides a comprehensive introduction to software architecture concepts and techniques, with a focus upon the ‘clean architecture’ principles, which have been shown to be effective for a wide range of software systems.

Название: Absolute Beginner's Guide to Algorithms: A Practical Introduction to Data Structures and Algorithms in jаvascript (Early Release)
Автор: Kirupa Chinnathambi
Издательство: Addison-Wesley Professional/Pearson
Год: 2023
Страниц: 255
Язык: английский
Формат: epub (true), mobi
Размер: 69.7 MB

With the explosive growth in the amount of data and the diversity of computing applications, efficient algorithms are needed now more than ever. Programming languages come and go, but the core of programming--algorithms and data structures--remains the same. Absolute Beginner's Guide to Algorithms is a hands-on, easy-to-comprehend guide that is perfect for anyone who needs to understand algorithms. This is an introduction to algorithms that is friendly enough for both beginners and experienced programmers. Many programmers avoid learning data structures and algorithms because it's complicated and they think that they will not use it in their day-to-day life. However, they soon learn that algorithms are tools of developing programming-solving skill and coding sense, and that they would greatly benefit from the knowledge. All of the topics in this book include working jаvascript implementations and tangible code to be used as a reference.

Название: Deep Learning and its Applications using Python
Автор: Niha Kamal Basha, Surbhi Bhatia Khan, Abhishek Kumar
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 255
Язык: английский
Формат: pdf (true), epub
Размер: 20.5 MB

Research into Deep Learning has come a long way across multiple domains, such as healthcare, marketing, banking, manufacturing, education, and so on. Notable applications within these domains are trending, like visual recognition, fraud detection, virtual assistance, NLP, etc. Deep Learning models are used to implement these applications. Those models include Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), and others. To deploy these application-based Deep Learning models, Python programing is ideal, with its open source software libraries like Keras, Tensorflow, and soon. This book thoroughly explains Deep Learning models and how to use Python programming to implement them in applications such as NLP, face detection, face recognition, face analysis, and virtual assistance (chatbot, machine translation, etc.). This book provides hands-on guidance to using Python for implementing Deep Learning application models. It also identifies future research directions for Deep Learning.

Название: Responsible AI: Best Practices for Creating Trustworthy AI Systems (Early Release)
Автор: Qinghua Lu, Liming Zhu, Jon Whittle, Xiwei Xu
Издательство: Addison-Wesley Professional/Pearson
Год: 2023
Страниц: 702
Язык: английский
Формат: epub (true), mobi
Размер: 12.2 MB

The first practical guide for operationalizing responsible AI-from multi-level governance mechanisms to concrete design patterns and software engineering techniques. AI is solving real-world challenges and transforming industries, yet there are serious concerns about its ability to behave and make decisions in a responsible way. Operationalizing responsible AI is about providing concrete guides to a wide range of decision-makers and technologists on how to govern, design, and build responsible AI systems. These include governance mechanisms at the industry, organization and team level, software engineering best practices, architecture styles and design patterns, system-level techniques connecting code with data and model, and the trade-offs in decisions. Responsible AI includes a set of practices that technologists (e.g., technology-conversant decision-makers, software developers, and AI practitioners) can undertake to ensure that the developed AI systems are trustworthy throughout the entire lifecycle and trusted by those who use and rely on them. The book offers guidelines and best practices not just for the AI, which is typically a small part of a larger system, but also for the systems engineering process and organizational governance.