Название: Agentforce: Harnessing the Agency of AI to Scale, Grow, and Lead Any Industry
Автор: Martin Kihn
Издательство: Wiley
Год: 2025
Страниц: 240
Язык: английский
Формат: pdf, epub (true)
Размер: 10.6 MB

Introducing AI agents, the groundbreaking third wave of AI's integration in the workforce. Agentforce: Harnessing the Agency of AI to Scale, Grow, and Lead Any Industry tells you how companies can create and control their own AI agents and build a virtual workforce. It goes behind-the-scenes on how Salesforce built a platform to drive AI agents, solving problems like hallucinations and bias through a framework that gives agents strict roles, data sources, actions, guardrails and channels to reach customers. This book draws from extensive research and exclusive access to Salesforce's leaders and their ambitious plan to dominate the race to develop and own the AI agent space. Agentforce is a platform that provides a safe way to bring Artificial Intelligence (AI) agents into the workplace so they can help people do their jobs. Moreover, you can use Agentforce to effectively retrain or customize these LLMs on your own customer data. This alchemy is accomplished through a technique called Retrieval Augmented Generation (RAG), which we'll explain in a bit. So, Agentforce gives you trust, access to unstructured data, and RAG.

Название: Python Pen-testing Unleashed: Techniques for Ethical Hacking with Python
Автор: Pratham Mohan Pawar
Издательство: Authors Tree Publishing
Год: 2025
Страниц: 285
Язык: английский
Формат: epub (true)
Размер: 13.4 MB

This book is a practical guide that shows you the advantages of using Python for pen-testing, with the help of detailed code examples. This book starts by exploring the basics of networking with Python and then proceeds to network and wireless pen-testing, including information gathering and attacking. You will learn how to build honeypot traps. Later on, we delve into hacking the application layer, where we start by gathering information from a website, and then eventually move on to concepts related to website hacking, such as parameter tampering, DDOS, XSS, and SQL injection. Who this book is for: If you are a Python programmer, a security researcher, or a network admin who has basic knowledge of Python programming and want to learn about penetration testing with the help of Python, this book is ideal for you. Even if you are new to the field of ethical hacking, this book can help you find the vulnerabilities in your system so that you are ready to tackle any kind of attack or intrusion. If you are a Python programmer, a security researcher, or a network admin who has basic knowledge of Python programming and want to learn about penetration testing with the help of Python, this book is ideal for you.

Название: Инженерия данных в Python. Основы анализа данных с помощью Pandas, NumPy и Scikit-learn
Автор: Cuantum Technologies
Издательство: ДМК Пресс
Год: 2025
Страниц: 530
Язык: русский
Формат: pdf
Размер: 29.7 MB

Цель этой книги – научить вас подготавливать и преобразовывать сырые данные, конструировать новые признаки и придавать исходным данным форму, пригодную для будущего интеллектуального анализа при помощи методов машинного и глубокого обучения. Предложенные в книге эффективные техники и приемы будут полезны для обработки любого объема данных. Примеры кода опираются на наиболее популярные библиотеки Python для работы с данными, такие как Pandas, NumPy и Scikit-learn. Издание предназначено как делающим первые шаги в освоении науки о данных, так и практикующим специалистам, желающим улучшить свои навыки.

Название: Machine Learning for Drug Discovery (MEAP v6)
Автор: Noah Flynn
Издательство: Manning Publications
Год: 2025
Страниц: 298
Язык: английский
Формат: pdf, epub
Размер: 28.3 MB

Discover how Machine Learning, Deep Learning, and Generative AI have transformed the pharmaceutical pipeline as you get a hands-on introduction to building models with PyTorch—including diving into Deepmind's Alphafold. Machine Learning for Drug Discovery introduces the Machine Learning and Deep Learning techniques that drive modern medical research. Each chapter covers a real-world example from the pharmaceutical industry, showing you hands-on how researchers investigate treatments for cancer, malaria, autoimmune diseases, and more. You'll even explore the techniques used to create Deepmind's Alphafold, in an in-depth case study of the groundbreaking model. All you need are the basics of Python. This book will teach you everything else.

Название: Essential GraphRAG: Knowledge Graph-Enhanced RAG (MEAP v4)
Автор: Tomaž Bratanič, Oskar Hane
Издательство: Manning Publications
Год: 2025
Страниц: 208
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Upgrade your RAG applications with the power of knowledge graphs. Retrieval Augmented Generation (RAG) is a great way to harness the power of generative AI for information not contained in a LLM’s training data and to avoid depending on LLM for factual information. However, RAG only works when you can quickly identify and supply the most relevant context to your LLM. Essential GraphRAG shows you how to use knowledge graphs to model your RAG data and deliver better performance, accuracy, traceability, and completeness. Essential GraphRAG is a practical guide to empowering LLMs with RAG. You’ll learn to deliver vector similarity-based approaches to find relevant information, as well as work with semantic layers, and generate Cypher statements to retrieve data from a knowledge graph. For readers with intermediate Python skills and some experience with a graph database like Neo4j.

Название: LangChain in Action (MEAP v6)
Автор: Roberto Infante
Издательство: Manning Publications
Год: 2025
Страниц: 480
Язык: английский
Формат: pdf, epub
Размер: 29.8 MB

Build amazing business applications using LangChain and LLMs. The LangChain library radically simplifies the process of building production-quality AI applications. It provides a set of intuitive abstractions for the core features of an LLM-based application, along with tools to help you orchestrate those features into a functioning system. LangChain in Action provides clear diagrams and abundant code samples that teach you exactly how to build useful LangChain-based AI apps. Building applications based on LLMs isn’t limited to huge tech companies with unlimited resources. LangChain in Action teaches you to use the user-friendly LangChain library to create your own research assistants, information enterprise chatbots, and more. There’s no long technical deep dives or academic jargon—the book’s pragmatic approach gives you just enough theory to start building working apps. For Python programmers. You only need to know the absolute basics of LLMs to get started—no advanced knowledge required.

Название: Secure APIs: Design, build, and implement (MEAP v9)
Автор: José Haro Peralta
Издательство: Manning Publications
Год: 2025
Страниц: 405
Язык: английский
Формат: pdf, epub
Размер: 39.3 MB

Practical, battle-tested techniques to recognize and prevent attacks on your APIs. Hackers know how important your APIs are, and they also know how to find the weak spots in your API security. As a result, APIs have become principal vectors of attack against apps and sites. Here’s the good news! There are effective, tested strategies for finding vulnerabilities, plugging security gaps, and building APIs that are secure by design, as well as a powerful new ally--generative AI. Secure APIs: Design, build, and implement shows you reliable methods you can use to counter cracks, hacks, and attacks on your internal and external APIs. Written for developers and architects, Secure APIs: Design, build, and implement shows you how to create and deploy APIs that are resistant to the most common security threats. Author Jose Peralta illustrates each vulnerability with extended code samples and shows you exactly how to mitigate them in your own APIs. You’ll find insights into emerging AI-powered security threats, along with tips and patterns for using LLMs in your own security testing. For software developers and architects, cybersecurity professionals and QA engineers. Examples are in Python.

Название: .NET Aspire Made Easy (MEAP v3)
Автор: Fiodar Sazanavets
Издательство: Manning Publications
Год: 2025
Страниц: 147
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Write distributed apps naturally on your local machine using .NET Aspire! .NET Aspire radically simplifies the process of building distributed applications! With this powerful tool, you can design, code, and run distributed systems on your local dev machine, even replicating cloud services such as Azure Cosmos DB and Azure Storage. Aspire includes the templates and packages you need to create a complete distributed environment on your local machine, including Kubernetes orchestration, observability, and database integration, all from your familiar Visual Studio IDE. The groundbreaking .NET Aspire framework makes it easy to locally launch distributed applications in a single process, so you can run apps in development the same way they’ll work in production. .NET Aspire Made Easy teaches you to use this powerful framework to build reliable distributed apps without flaky emulators or the need to disable half your services. In .NET Aspire Made Easy you’ll discover the fundamentals of Aspire: how Aspire code is structured, how its components all work together, and how to integrate Aspire apps with databases, message brokers, and other infrastructure. For .NET developers who know C#. No experience with distributed applications needed.

Название: Acing the Certified Kubernetes Administrator Exam, Second Edition (MEAP v1)
Автор: Chad Crowell, Rafael Brito
Издательство: Manning Publications
Год: 2025
Страниц: 166
Язык: английский
Формат: pdf, epub
Размер: 16.9 MB

Acing the Certified Kubernetes Administrator Exam, Second Edition is your fast-track to becoming a Certified Kubernetes Administrator! Branding yourself as a Certified Kubernetes Administrator makes you stand out in the competitive job market for Kubernetes and Cloud-native engineers. With the exam’s latest updates introducing Operators, the Gateway API, and Kustomize, mastering Kubernetes extensibility is now front and center. This second edition of the bestselling original helps you build the skills and strategic insights you need to build production-ready clusters with confidence and ace the updated hands-on CKA exam the first time you sit for it. If you’re familiar with Kubernetes, this book will ensure you’re ready to pass the exam. If you’re brand new, this is the perfect primer to get started on your Kubernetes journey.

Название: Secrets of the jаvascript Ninja, Third Edition (MEAP v6)
Автор: Trevor Burnham, Bear Bibeault, Josip Maras, John Resig
Издательство: Manning Publications
Год: 2025
Страниц: 165
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

The secrets of modern web development using jаvascript and TypeScript! If you’re serious about web development, you need to be ninja-stealthy, efficient, and ready for anything! Secrets of the jаvascript Ninja, Third Edition will turn you into a killer jаvascript coder. In it, you’ll learn techniques for writing efficient code, applications, and libraries that you can apply to any jаvascript or TypeScript project. Whether you’re a jаvascript novice or a battle-hardened web developer, you’ll love Secrets of the jаvascript Ninja, Third Edition! Written for web developers who know the basics of jаvascript or TypeScript, this amazing book delivers best practices for writing code that’s readable, reliable, and performant. This fully-revised third edition includes TypeScript techniques, along with modern tools like ESLint that help you catch bugs before they crash your apps.