Название: Машинное обучение с малым объемом кодирования
Автор: Стриплинг Г.
Издательство: БХВ-Петербург
Год: 2025
Формат: PDF
Страниц: 298
Размер: 47 Mb
Язык: Русский

В книге подробно представлены три проблемно-ориентированных вида машинного обучения (Machine learning, ML): автоматизированное обучение AutoML без кодирования, обучение BigQuery ML с малым объемом кодирования и обучение с применением пользовательского кода на основе библиотек scikit-learn и Keras. При этом от читателя не требуется глубоких предварительных знаний в ML или программировании, но базовые навыки в этих областях будут полезны. Специализированные библиотеки, фреймворки ML, репозиторий GitHub и другие инструменты описаны по мере их необходимости.

Название: Building Secure PHP Applications: A Comprehensive Guide to Protecting Your Web Applications from Threats
Автор: Satej Kumar Sahu
Издательство: Apress
Год: 2024
Страниц: 437
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

Learn how to protect PHP applications from potential vulnerabilities and attacks. As cyberattacks and data breaches continue to rise, it's crucial for developers and organizations to prioritize security in their PHP applications. The book offers an all-encompassing guide to securing PHP applications, covering topics ranging from PHP core security to web security, framework security (with a focus on Laravel), security standards, and protocol security. After examining PHP core security and essential topics, such as input validation, output encoding, secure session management, and secure file handling, you’ll move on to common security risks in PHP applications and provides practical examples to demonstrate effective security measures. From there, you’ll delve into web security, addressing XSS, SQL injection, and CSRF, reviewing in-depth explanations and mitigation techniques. Primarily written for developers, security professionals, and webmasters involved in PHP application development. Additionally, this book may be used as a reference for students studying web development, PHP programming or cybersecurity.

Название: Программирование для детей
Автор: Вордерман К., Вудкок Дж., Макаманус Ш. и др.
Издательство: М.: Манн, Иванов и Фербер
Год: 2015
Cтраниц: 224, цвет.ил.
Формат: pdf
Размер: 71 мб
Язык: русский

Всем, что делает компьютер, управляют строки программного кода, введенные с клавиатуры. Компьютерный код похож на иностранный язык, и этот язык может освоить каждый! Это уникальное руководство научит создавать игры и анимацию с помощью двух разных языков программирования — Scratch и Python. Интересные, веселые проекты, краткие понятные инструкции, яркие цветные иллюстрации помогут тебе без труда разобраться в основах программирования и написать коды для твоих первых игр и анимации. А еще ты узнаешь, как устроен компьютер и для чего вообще стоит учиться программированию. Издание предназначено для широкого круга читателей. Что такое программирование? Начнем с Scratch. Игры с Python. Устройство компьютеров. Программирование в реальном мире.

Название: Artificial Intelligence and Optimization Techniques for Smart Information System Generations
Автор: Aleem Ali, Rajdeep Chakraborty, Nawaf Alharbe
Издательство: CRC Press
Год: 2025
Страниц: 319
Язык: английский
Формат: pdf (true), epub
Размер: 49.4 MB

The text comprehensively focusses on the use of Artificial Intelligence (AI) and optimization techniques for creating smart information systems. In the quickly changing field of Artificial Intelligence (AI) and Machine Learning (ML), deploying models that are not only powerful but also interpretable and transparent has become critical. Explainable AI (XAI) meets this demand by providing insights into how models make decisions, promoting confidence and accountability in AI systems. This paper presents an architectural approach for building XAI as a Service (XAIaaS) that is specifically designed for container-orchestrated environments, such as those controlled by Kubernetes. Using Kubernetes’ scalability and flexibility, this design attempts to streamline the deployment, management, and explainability of ML models in a smooth and efficient manner.

Название: Building Decentralized Blockchain Applications: Learn how to use blockchain as the foundation for Next-Gen Apps, 2nd Edition
Автор: Shahid Shaikh
Издательство: BPB Publications
Год: 2025
Страниц: 216
Язык: английский
Формат: epub (true)
Размер: 13.1 MB

Blockchain is a revolutionary technology that shook the core of the finance world. However, Blockchain is not just about cryptocurrency. This book focuses on blockchain, its features, and the core technologies used to build the Blockchain network. In the first section, you will learn about blockchain in-depth. You will learn how these currencies work and how you can build your applications using them. This edition focuses on Ethereum as a platform for building decentralized applications (DApps) and smart contract development using Solidity. You will learn about decentralized databases like OrbitDB, BigchainDB, TiesDB, and Bluzelle, and understand their role in building next-generation applications. This book is for anyone who wants to become a blockchain developer or wants to build an application using blockchain. Full stack developers, software engineers, web programmers, and beginners who are interested in blockchain can find this book a true handy guide to begin their career in blockchain.

Название: Mastering Salesforce Flow for Enterprises: An end-to-end guide to creating, troubleshooting, and using Salesforce Flows
Автор: James A Hutcherson
Издательство: BPB Publications
Год: 2025
Страниц: 370
Язык: английский
Формат: epub (true)
Размер: 15.6 MB

This book gives you the knowledge to create real-world automation using Salesforce Flows. It starts with a detailed review of business process automation and the fundamentals used to discover, model, analyze, and optimize business processes. You will learn how each step of the process aligns with the information required to create efficient and effective Salesforce Flows. You will then examine how core features included within Salesforce are used to establish and enhance business processes across your instance and applications. You will see how Salesforce features were developed to help improve the collection of data, automate business processes, and enhance outcomes from the start. You will learn the best practices and frameworks used to improve how your business functions continually. With step-by-step instructions, you will learn how to create, test, debug, and improve Salesforce Flows using Flow Builder for several types of flows, including Screen, Record-triggered, and Screenless flow. You will examine how the use of advanced features such as AI for Flow, Flow Trigger Explorer, Flow Orchestrator, and Transform features improve your business automation outcomes. This book is for administrators, developers, business analysts, and architects who want to learn and master Salesforce Flows.

Название: Mastering Agile for Enterprises: A practical guide to implementing Agile, empowering teams, and leading business transformation
Автор: Aditi Agarwal
Издательство: BPB Publications
Год: 2025
Страниц: 270
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Mastering Agile for Enterprises is the definitive guide for leaders, managers, and teams ready to embrace Agile and transform their organizations. This comprehensive resource equips you with the tools, strategies, and insights needed to implement Agile frameworks effectively, build high-performing teams, and drive sustainable business transformation across industries. This book provides a practical guide to Agile methodologies, starting with the core Agile mindset and principles. It explains the benefits of Agile, like faster delivery, better collaboration, and customer satisfaction. You will explore various frameworks with real-world examples, learn how to build strong Agile teams, and tackle challenges effectively. The book also highlights Agile’s adaptability to remote work and its applications beyond software in areas like marketing, HR, and education. Lastly, it discusses emerging trends and the vital role of leadership in driving successful Agile transformations. This book is perfect for leaders, executives, project managers, Agile coaches, and practitioners who aim to enhance agility, innovation, and team performance. It is also for marketing, HR, and education professionals looking to apply Agile beyond software and teams navigating remote or hybrid work for better collaboration and efficiency.

Название: Migrating from Xamarin.Forms to .NET MAUI: A Comprehensive Guide
Автор: Iris Classon
Издательство: Apress
Год: 2025
Страниц: 197
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This guide walks you through the process of updating a Xamarin.Forms application to .NET MAUI, using a fitness app as a case study for a real-world example of a migration. The book lays out a comprehensive roadmap for a migration, shining a light on both the strategic moves and the technical leaps required to embrace the latest in .NET MAUI. By using a practical case study, the author cuts through the complexity with hands-on examples while covering the nitty-gritty details and common questions and problems. You are exposed to new capabilities, app performance, best practices, and design patterns for MAUI, and other relevant topics. For anyone in the app-making game aiming to stay relevant, stepping into MAUI means getting a hold of the latest tech enhancements, boosting app performance, and delivering top-notch user experiences. Mobile and cross-platform developers with experience in Xamarin.Forms and looking to migrate their applications to .NET MAUI.

Название: Generative AI with SAP and Amazon Bedrock: Utilizing GenAI with SAP and AWS Business Use Cases
Автор: Miguel Figueiredo
Издательство: Apress
Год: 2025
Страниц: 429
Язык: английский
Формат: pdf
Размер: 30.7 MB

Explore Generative AI and understand its key concepts, architecture, and tangible business use cases. This book will help you develop the skills needed to use SAP AI Core service features available in the SAP Business Technology Platform. You’ll examine Large Language Model (LLM) concepts and gain the practical knowledge to unleash the best use of Gen AI. As you progress, you’ll learn how to get started with your own LLM models and work with Generative AI use cases. Additionally, you’ll see how to take advantage Amazon Bedrock stack using AWS SDK for ABAP. Additionally, you will learn how to take advantage of Amazon Bedrock using AWS Lambda and API Gateway, SAP HANA Cloud, Langchain, SQL Agent, and Pandas AI. To fully leverage this knowledge, this book will provide practical step-by-­step instructions on how to establish a cloud SAP BTP account model and create your first GenAI artifacts. The book is an important prerequisite for those who want to start with Generative AI with SAP and Amazon Bedrock.

Название: Python for Beginners: Learn Python from scratch with a practical and straightforward guide. Part 1
Автор: Alex Harrison
Издательство: NewYork Courses
Год: 2025
Страниц: 596
Язык: английский
Формат: epub
Размер: 16.9 MB

The book presents a clear and accessible approach for those taking their first steps into the world of programming, using one of the most popular and versatile languages today. Starting with an introduction to the language and fundamental programming concepts, the reader is guided through a structured journey that covers everything from basic principles to more advanced and practical topics. The first chapters are dedicated to explaining what the language is, how its intuitive syntax works, and why it is widely used in various fields such as web development, automation, data analysis, and Artificial Intelligence (AI). The Python programming language has become one of the most popular in the world, thanks to its simple yet powerful syntax, making it accessible to beginners and extremely useful for experienced professionals. This book has been carefully designed to meet the needs of those who want to take their first steps in programming, as well as those looking to expand their knowledge and master the fundamentals of the language in a practical and efficient way.