Название: Fight Fraud with Machine Learning (MEAP V15)
Автор: Ashish Ranjan Jha
Издательство: Manning Publications
Год: 2025
Страниц: 453
Язык: английский
Формат: epub
Размер: 60.0 MB

Financial and corporate fraud happen every day, and the fraudsters inevitably leave a digital trail. Machine Learning techniques, including the latest generation of LLM-driven AI tools, help identify the telltale signals that a crime is taking place. Fight Fraud with Machine Learning teaches you how to apply cutting edge ML to identify fraud, find the fraudsters, and possibly even catch them in the act. In this cutting-edge book you’ll develop scalable and tunable models that can spot and stop fraudulent activity in online transactions, data stores, even in digitized paper records. You’ll use Python to battle common scams like phishing and credit card fraud, along with new and emerging threats like voice spoofing and deepfakes. Examples and exercises help you practice identifying credit card fraud with logistic regression, using decision trees and random forests to identify fraudulent online transactions, and detecting fake insurance claims through gradient boosted trees. You’ll deploy neural networks to tackle Know Your Customer fraud, spot social network bots, catch deepfakes, and more! For fraud detection product managers, data scientists, and Machine Learning engineers confident with Python programming.

Название: Latency: Reduce delay in software systems (MEAP v8)
Автор: Pekka Enberg
Издательство: Manning Publications
Год: 2025
Страниц: 279
Язык: английский
Формат: pdf, epub
Размер: 18.1 MB

Practical techniques for delivering low latency software. Slow responses can kill good software. Whether it’s recovering microseconds lost while routing messages on a server or speeding up page loads that keep users waiting, finding and fixing latency can be a frustrating part of your work as a developer. This one-of-a-kind book shows you how to spot, understand, and respond to latency wherever it appears in your applications and infrastructure. Latency shows you how to troubleshoot latency issues in existing systems, and how to create low latency systems from the ground up. You’ll discover how your code runs differently on distributed systems, databases, and operating systems, and understand the common latency-causing issues in each situation. Hands-on projects help you apply what you learn. You’ll write a latency benchmark harness to measure and visualize latency; and use colocation, partitioning, and caching to reduce latency in a REST API. For software engineers with a working knowledge of backends. Examples in Rust.

Название: Build an LLM Application (from Scratch) (MEAP v2)
Автор: Hamza Farooq
Издательство: Manning Publications
Год: 2025
Страниц: 161
Язык: английский
Формат: pdf, epub
Размер: 13.1 MB

Create your own LLM applications without using a framework like LlamaIndex or LangChain. In Build an LLM Application (from Scratch), you'll learn to create applications powered by large language models (LLM) from the ground up. In this practical book, you'll build several fully functioning, real-world AI tools—including a search engine, semantic caching for RAG, and autonomous AI agents. Build an LLM Application (from Scratch) shows you just how customizable LLM applications can be when you create your own without using opinionated tools like LangChain and LlamaIndex. You'll learn the fundamentals of AI development hands-on, all without any proprietary tools. Soon you'll have the skills you need to build LLM applications, tailor them to your specific needs, and ensure you have control over your entire system. Build an LLM Application (from Scratch) is a practical and comprehensive handbook for creating custom LLM applications without relying on premade frameworks. You'll start by mastering the fundamentals of search systems and RAG. For software engineers and data scientists confident with Python and NLP basics.

Название: Taste of Ireland – Vegan
Год: 2025
Редактор: Emily Mia
Издательство: Magic Media ApS
Cтраниц: 58
Формат: pdf
Размер: 19,36 Мб
Язык: English

A Collection of Fantastic Cookbooks From All Countries in The World !
SUSTAINABLE, EASY AND HEALTHY COOKBOOK! Amazing Recipes for the Home Cook!
Eco-Gastronomy: Exploring Ireland’s Plant-Based Panorama!

Dive into a world of delectable plant-based creations with our Vegan Cookbook, a culinary journey that celebrates the art of compassionate eating. Discover a symphony of flavors crafted from the finest fruits, vegetables, grains, and legumes, expertly combined to redefine traditional dishes and elevate your dining experience. From vibrant salads to hearty mains and indulgent desserts, each recipe is a testament to the vibrant and diverse world of vegan cuisine. Whether you’re a seasoned vegan, a curious foodie, or someone looking to embrace a healthier lifestyle, our cookbook provides a delightful array of easy-to-follow, mouthwatering recipes that will tantalize your taste buds and nourish your body.

Название: Topology Optimization Via L-systems and Genetic Algorithms: Bioinspired Encoding for Generative Design
Автор: Brent R. Bielefeldt, Darren J. Hartl, Marcelo H. Kobayashi
Издательство: Cambridge University Press
Год: 2025
Страниц: 303
Язык: английский
Формат: pdf
Размер: 11.3 MB

Providing a succinct overview of Lindenmayer system (L-system) topology optimization, this book focuses on the methods and theory underlying this novel bioinspired approach. Starting from basic principles, the book outlines how topology optimization can be utilized at the conceptual design stage and shows how it offers straightforward applicability to multi-objective and/or multi-physical industrial problems. Design strategies are clearly demonstrated using a host of case studies and real-world examples, and their potential challenges and solutions are discussed. Written from an optimization and design perspective, the authors both summarize the latest advances in this field and suggest potential avenues of research and development for future work. This will be the ideal resource for engineering practitioners, researchers, and students wanting to gain a new perspective on using topology optimization to improve product design. Evolutionary algorithms in general are applied to a wide range of application areas from engineering, to art, to biology, to physics, and others. In the field of structural topology optimization, these algorithms have been used to improve the exploration of complex search spaces.

Название: Куда спешит машина?
Автор: Покидаева Т.
Серия: «Рисуем и играем»
Изд-во: М.: Клевер Медиа Групп
Год: 2018
К-во стр.: 48
Формат: pdf
Размер: 24,47 Мб
Язык: русский

В красочной книжке «Куда спешит машина?» вас ждут 40 увлекательных и полезных заданий на тему транспортных средств: раскраски, задачки на внимательность, рисовалки по точкам, любимая игра «найди и покажи» и многое другое! Знакомьтесь с разными видами транспорта, развивайте логику и внимание, изучайте новые слова, фантазируйте и веселитесь!
Для чего нужны машины, поезда и самолеты? Правильно, чтобы возить людей (пассажиров) и разные вещи (грузы)! Но кого и что именно перевозят разные транспортные средства? Узнаём, угадываем, находим и рисуем!

Название: Микрофильмирование
Автор: Слуцкин А.А.
Издательство: Наука
Год издания: 1990
Количество страниц: 176
Язык: русский
Формат: DjVu, PDF
Размер: 10,18 Мб

В книге рассмотрены различные аспекты микрофильмирования - отрасли фотографии, ставшей в наши дни неотъемлемой частью жизнедеятельности человека. Описана история развития микрофильмирования от первых шагов, сделанных в середине XIX в., до уникальных фотографических процессов, входящих в арсенал современной микрографии. Показаны перспективы развития процессов, материалов и технических средств микрофильмирования, в том числе быстродействующих автоматизированных систем для поиска информации на микрофильмах, микрофишах и других микроформах.
Книга предназначена для широкого круга читателей, интересующихся фотографическими процессами.

Название: AI Engineering in Practice (MEAP v2)
Автор: Richard Davies
Издательство: Manning Publications
Год: 2025
Страниц: 126
Язык: английский
Формат: pdf (true)
Размер: 21.1 MB

Write, refine, organize, and optimize AI prompts that generate relevant and useful text and images! Generative AI models such as ChatGPT, Stable Diffusion, and Gemini can produce amazingly “human-like” news articles, document summaries, images, computer code, and more—if you know how to write effective prompts. This book will teach you the prompt design and authoring skills you need to get useful and relevant responses from AI models, along with advanced prompting techniques for Retrieval Augmented Generation (RAG), building autonomous agents, and data privacy. Prompt engineering is the discipline of writing instructions for AI models to generate relevant, accurate, and usable completions. AI Engineering in Practice shows you how to engineer prompts that ensure the outputs of LLMs and other generative AI models exactly match your requirements. You’ll learn how to structure your objectives, take advantage of contextual details, and even pick the right model for your task. No special skills with AI or Machine Learning required. Code examples are in Python.

Название: Изучая геохимию...: (О методологии науки)
Автор: Перельман А.И.
Издательство: Наука
Год издания: 1987
Количество страниц: 156
Язык: русский
Формат: PDF
Размер: 10,17 Мб

В книге рассказано о проблемах методологии научного исследования. Подробно, на конкретных примерах из геологии и географии рассмотрены противоречия, нередко возникающие между фактами и теорией, и способы их разрешения. Показаны соотношение фундаментальных и прикладных наук, их связь с практикой. Изложение теоретических вопросов тесно связано с актуальными проблемами минерального сырья, рационального природопользования и охраны окружающей среды.

Название: AI Applications Made Easy: RAG, agents, and other GenAI solutions (MEAP v2)
Автор: Andrea De Mauro
Издательство: Manning Publications
Год: 2025
Страниц: 83
Язык: английский
Формат: pdf (true)
Размер: 33.1 MB

A fully illustrated guide to building generative AI apps! In AI Applications Made Easy you’ll learn how to create your own AI applications from scratch using free low-code tools like Langflow and KNIME. This fully-illustrated book guides you step by step on your journey from AI user to AI maker. Generative AI applications can be complex to understand and create. This book strips away the low level geekery and shows you exactly how to build Q&A systems, agents, and other powerful AI applications using low code tools. Along the way, you’ll gain an intuition for how generative AI works, including core components like large language models, retrieval augmented generation, model context protocol, and more. AI Applications Made Easy is written for everyone. Use prompt engineering to create a healthy recipe generator, use RAG to build automated customer support chatbots, craft marketing assistants that know brand guidelines, and even design a web-enabled financial researcher—all using free low-code tools like Langflow and KNIME. For readers of all levels who want to create AI applications.