Название: Keras Deep Learning Essentials: Definitive Reference for Developers and Engineers
Автор: Richard Johnson
Издательство: Nobtrex LLC
Год: 2025
Страниц: 374
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

"Keras Deep Learning Essentials" is an authoritative guide that equips practitioners, researchers, and aspiring Deep Learning engineers with the essential knowledge and hands-on techniques for building, optimizing, and deploying state-of-the-art neural networks using the Keras framework. Beginning with the fundamental mathematical principles behind Deep Learning and a survey of modern neural architectures, the book offers clear explanations of Keras’s design philosophy, its seamless integration with TensorFlow, and the complete pipeline from initial prototyping to scalable production inference. With a strong emphasis on practical environment setup, the book ensures readers are well-prepared to harness advanced hardware acceleration and library dependencies for robust model development. Each chapter delves into a core aspect of the Keras workflow, from model construction patterns utilizing the Sequential and Functional APIs to sophisticated techniques such as subclassing, transfer learning, and custom layer engineering.

Название: Kickstart Google Apps Script: Unleash End-to-End Automation, Boost Productivity, and Seamless Integration For Your Workspace with Google Apps Script
Автор: Dmitry Kostyuk
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 439
Язык: английский
Формат: epub (true)
Размер: 67.6 MB

Unlock the Power of Google Apps Script for Automation and Integration. Google Apps Script is the powerful engine behind Google Workspace automation - driving efficiency, reducing manual work, and enabling customized workflows across Gmail, Sheets, Docs, Drive, Forms, and Calendar. Kickstart Google Apps Script takes you on a structured journey from the ground up. You’ll start with a modern jаvascript refresher tailored for the Apps Script environment, and then dive into script types such as container-bound vs. standalone scripts to understand their use cases. With these basics in place, you'll move into core Google services: SpreadsheetApp, GmailApp, DriveApp, FormsApp, CalendarApp, SlidesApp, and DocsApp, learning how to read, write, and automate across them with real-world examples. Next, you'll unlock more advanced capabilities: building custom user interfaces using the HTML and Card Services, deploying web apps, and setting up time-based and event-driven triggers. The final chapters focus on integrating external services using APIs and webhooks, and consolidating your learning with hands-on exercises and solutions.

Название: Clean Architecture with Java: A Practical Guide to Scalable Design
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 714
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Clean Architecture with Java: A Practical Guide to Scalable Design" is a comprehensive manual for Java developers seeking to create robust, maintainable, and scalable software systems. Inspired by principles outlined in Clean Architecture: A Craftsman's Guide to Software Structure and Design and other renowned resources, this book dives deep into the foundations of clean architecture and demonstrates its application in modern Java projects. This guide meticulously covers essential topics, including SOLID principles, dependency management, layered architecture, and effective testing strategies. With practical examples, real-world case studies, and actionable insights, it bridges the gap between theoretical concepts and practical implementation. Whether you are refactoring legacy code or starting a new project, this book equips you with the knowledge to make informed architectural decisions. Featuring the latest Java features and tools, Clean Architecture with Java explores best practices for building microservices, integrating frameworks, and designing enterprise-level systems.

Название: Observability Engineering with Cilium: Observability Magic in the Cloud-Native Journey with Hubble and Tetragon
Автор: Mehdi Ghane
Издательство: Apress
Год: 2025
Страниц: 332
Язык: английский
Формат: pdf (true), epub
Размер: 16.1 MB

In the dynamic realm of software deployment, the rise of cloud native technologies has transformed technological and cultural standards. This shift, while bringing innovation and agility, also introduces paradigms and complexities with the interplay of microservices in on-prem, multi and hybrid cloud. To address these challenges, Observability engineering is now a necessity and is crucial for survival in the competitive world of Industry 4.0, AI and cloud native. Observability Engineering with Cilium dives into the cloud native ecosystem, exploring observability's core principles and applications. The goal is to delve into the under-addressed aspects of observability critical for cloud native deployment. It aims to provide a deep understanding of cloud native environments. Throughout, we demystify key definitions, paradigms and shed light on socio-economic and socio-technical change, Conway's Law, maturity models and other less-discussed aspects to guide you in designing, building, and operating a comprehensive Observability platform, leveraging technologies like Kubernetes, service mesh and eBPF and tools like Cilium, Hubble, Tetragon, Prometheus, OpenTelemetry, Cribl, Splunk, Pixie, Falco, Grafana Beyla and Alloy.

Название: Game Development Concepts in C++: Elevate Your Skills with Unreal Engine
Автор: Sheikh Sohel Moon
Издательство: Apress
Год: 2025
Страниц: 949
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Leverage Unreal Engine to implement a wide variety of mechanics using C++. This book arms you with the knowledge and practices of game mechanics programming in C++, supported by detailed mathematical and programmatic explanations. Detailing everything from collision mechanics and AI pathfinding to networking and advanced physics, this book offers a holistic approach to game development, ensuring you get the most out of your gameplay experiences. You will work on character mechanics, environmental interactions, combat systems, and visual effects, gaining a thorough understanding of how to implement these features in C++. By the time you finish this book, you will be able to create complex game mechanics and to make your projects optimization-intensive and performance-driven. Ideal for intermediate level game developers who have an understanding of Unreal Engine and have a set of basic programming skills in C++.

Название: Enhancing LLM Performance: Efficacy, Fine-Tuning, and Inference Techniques
Автор: Peyman Passban, Andy Way, Mehdi Rezagholizadeh
Издательство: Springer
Год: 2025
Страниц: 189
Язык: английский
Формат: pdf (true), epub
Размер: 20.5 MB

This book is a pioneering exploration of the state-of-the-art techniques that drive Large Language Models (LLMs) toward greater efficiency and scalability. Edited by three distinguished experts—Peyman Passban, Mehdi Rezagholizadeh, and Andy Way—this book presents practical solutions to the growing challenges of training and deploying these massive models. With their combined experience across academia, research, and industry, the authors provide insights into the tools and strategies required to improve LLM performance while reducing computational demands. This book is more than just a technical guide; it bridges the gap between research and real-world applications. Each chapter presents cutting-edge advancements in inference optimization, model architecture, and fine-tuning techniques, all designed to enhance the usability of LLMs in diverse sectors. The book serves as a comprehensive resource for researchers and industry professionals, offering a balanced blend of in-depth technical insights and practical, hands-on guidance. It is a go-to reference book for students, researchers in Computer Science and relevant sub-branches, including Machine Learning, computational linguistics, and more.

Название: Mastering AI Projects: From Concept to Deployment with Precision and Scale: AI with Python made simple
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2025
Страниц: 522
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Discover the full potential of Artificial Intelligence with Mastering AI Projects with Python, your comprehensive guide to building, optimizing, and deploying real-world AI solutions. Whether you're an aspiring AI engineer, data scientist, or experienced developer, this book provides practical, hands-on techniques to take AI projects from idea to implementation—with scalable, production-ready code. Python is more than just a programming language; it serves as a powerful catalyst for the democratization of Artificial Intelligence (AI). With its clear syntax, extensive libraries, and an enthusiastic global community, Python has emerged as the preferred language for AI developers and researchers alike. Let’s delve into how Python’s distinctive features harmonize simplicity with dynamism, creating an environment ripe for innovation. This book is for anyone with a passion for AI and Python, irrespective of your background. Whether you're a student, professional, or hobbyist, "Mastering Python: AI Projects Made Simple" provides a clear, structured pathway to mastery.

Название: Getting Started with .NET Aspire: Build Cloud-Native and Distributed Applications with Ease
Автор: Dave Rael
Издательство: Apress
Год: 2025
Страниц: 246
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

Learn to master the brand-new .NET Aspire stack to simplify the creation of cloud-native and distributed applications. You will learn how .NET Aspire combines all the necessary tools, templates, and packages to minimize friction for applications that draw on a broad array of servers. Experienced software engineer Dave Rael explains how to leverage .NET Aspire. He begins by describing the motivations for .NET Aspire and how it improves upon current approaches for distributed applications. Then, he shows you how to use .NET Aspire and its associated tools and libraries in your projects, whether your project is completely from scratch or builds upon a previously existing solution. This book is for both students and .NET developers who want to build cloud-native, distributed applications using the .NET Framework. A working knowledge of C# is recommended to follow the examples used in the book.

Название: MATLAB Copilot User's Guide (R2025a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: March 2025
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Create, refine, and debug MATLAB code with Generative AI. MATLAB Copilot provides generative AI–powered capabilities specifically for the MATLAB desktop environment. It assists with MATLAB workflows and provides responses based on MATLAB specific information. You can use MATLAB Copilot to learn techniques, develop ideas, and improve productivity. With MATLAB Copilot, you can ask questions in the Copilot Chat and get responses based on relevant MathWorks documentation and code examples. As you type in the MATLAB Editor, autocompletions provide code predictions. Alternatively, describe the code you want, and MATLAB Copilot will create or modify code for you. MATLAB Copilot helps with programming tasks by explaining code and error messages and adding comments. You can also automatically generate test cases to verify expected code behavior with MATLAB Test.

Название: Code Your Own Game with C++: Master C++ by Building a Text-Based RPG Engine from Scratch
Автор: STEM School
Издательство: STEM School
Год: 2025
Страниц: 244
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Unlock the power of C++ by diving into the world of game development—no prior experience required! This hands-on, project-based book takes you on a thrilling journey through code as you build your very own text-based RPG game engine from the ground up. Learn real-world C++ programming by creating an engaging game project that evolves with every chapter. From crafting dynamic character classes to designing immersive game mechanics, this book simplifies complex concepts and makes learning fun, fast, and effective. You’ll master pointers, OOP, file handling, control structures, and more—while bringing your fantasy world to life with code! Thousands of learners worldwide have accelerated their C++ skills through this proven method. With clear examples, step-by-step guidance, and practical tips, this book bridges the gap between theory and real-world application. Whether you're a student, aspiring game developer, or self-taught programmer, this book will elevate your coding skills and imagination.