LitMy.ru - литература в один клик

  • Добавил: literator
  • Дата: 4-07-2025, 19:07
  • Комментариев: 0
Название: Large Language Models (LLMs) in Protein Bioinformatics
Автор: Dukka B. KC
Издательство: Humana Press/Springer
Год: 2025
Страниц: 360
Язык: английский
Формат: pdf (true), epub
Размер: 51.1 MB

This book presents a comprehensive collection of methods, resources, and studies that use Large Language Models (LLMs) in the field of protein bioinformatics. Reflecting the swift pace of LLM development today, the volume delves into numerous LLM-based tools to investigate proteins science, from protein language models to the prediction of protein-ligand binding sites. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice to ensure success in future research. Large Language Models (LLMs) are a class of foundation models that are (pre)trained on enormous amounts of data to provide the foundational capabilities needed to drive multiple use cases and applications. LLMs are typically based on a transformer architecture and involve training on a massive corpus of data (e.g., text). The transformer architecture of LLMs allows LLMs to effectively handle long context and sequential information. LLMs represent a significant breakthrough in natural language processing (NLP) and are designed to understand and generate texts/contents. LLMs have shown significant promise in various research fields including protein bioinformatics. For data visualization we utilize Python (version 3.8.16), Seaborn (version 0.12.2), and Matplotlib-base (version 3.6.2).
  • Добавил: literator
  • Дата: 4-07-2025, 16:53
  • Комментариев: 0
Название: The New Generative AI with LangChain Playbook: Build Scalable, Secure, and Production-Ready Multi-Agent Systems for Real-World Business Applications
Автор: Bennett Kouri
Издательство: Stack Logic
Год: 2025
Страниц: 685
Язык: английский
Формат: epub (true)
Размер: 38.8 MB

Generative AI has moved from academic novelty to enterprise imperative. When I first encountered LangChain, I saw more than just a framework for composing LLM calls—I saw the scaffolding of a new kind of digital intelligence, one that could orchestrate many specialized agents in concert. What I learned is that success hinges not on the model itself, but on the architecture around it: how you connect data, enforce security, manage costs, and recover from inevitable failures. This playbook condenses those lessons into a strategic roadmap and a library of battle-tested patterns. You’ll find deep dives on establishing a robust AI strategy, step-by-step guides to implementing advanced LangChain and LangGraph workflows, and production-grade code examples ready to drop into your CI/CD pipeline. Whether you’re an enterprise architect aiming to spin up an “AI factory,” or a developer tasked with the first chatbot pilot, these pages are designed to guide you beyond experimentation and into sustainable, scalable intelligence. You don’t need a PhD in Machine Learning to benefit from this book—but you do need the willingness to rethink your systems as living, self-learning ecosystems. All code assumes a Python 3.9+ environment.
  • Добавил: literator
  • Дата: 4-07-2025, 07:08
  • Комментариев: 0
Название: Machine Learning Essentials You Always Wanted to Know: A Beginner's Guide to Machine Learning with Hands-on Coding and Real-World Applications
Автор: Dhairya Parikh
Издательство: Vibrant Publishers
Год: 2025
Страниц: 290
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

In today’s rapidly evolving world, Machine Learning (ML) is no longer just for researchers or data scientists. From personalized recommendations on streaming platforms to fraud detection in banking, ML powers many aspects of our daily lives. As industries increasingly adopt AI-driven solutions, learning Machine Learning has become a valuable skill. Yet, many find the subject overwhelming, often intimidated by its mathematical complexity. That’s where Machine Learning Essentials You Always Wanted to Know (Machine Learning Essentials) comes in. This beginner-friendly guide offers a structured, step-by-step approach to understanding Machine Learning concepts without unnecessary jargon. Whether you are a student, a professional looking to transition into AI, or simply curious about how machines learn, this book provides a clear and practical roadmap to mastering ML. For the entirety of this book, we will focus on Python as the primary programming language.
  • Добавил: literator
  • Дата: 4-07-2025, 06:23
  • Комментариев: 0
Название: The Linux Shell Scripting Handbook - From Journeyman to Master
Автор: Michael Basler
Издательство: Independently published
Год: 2025
Страниц: 247
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Your shell script works, but does it also feel professional? Master the next step! You've mastered the basics of shell scripting. Your scripts do their job. But you sense there's still a gap. Your scripts are often confusing, break when unexpected errors occur, store passwords in plain text, or become painfully slow as the amount of data grows. They work, but they're not robust, secure, or performant. If you recognize yourself here, then this book is your personal mentor on the path from skilled craftsman to sophisticated architect of automation solutions. It's not another reference book of the basics, but an intensive training manual that teaches you the mindset and techniques of the pros. Transform your scripts from fragile little helpers into bulletproof tools! This book goes far beyond simple command chains. You'll learn how to design your scripts to function reliably even under real, chaotic conditions. This book is aimed at system administrators, DevOps engineers, developers, and power users who already have a solid foundation in shell scripting (e.g., through the first volume) and now want to take the decisive step toward mastery.
  • Добавил: literator
  • Дата: 4-07-2025, 05:31
  • Комментариев: 0
Название: The Complete Course on Applied Cryptography: 500 Pages of Practical Knowledge on Algorithms, Protocols, and Secure Systems
Автор: Machine L, Alec Stovari
Издательство: Independently published
Год: 2025
Страниц: 514
Язык: английский
Формат: epub
Размер: 10.1 MB

What if your cryptographic system is mathematically perfect—yet fails the moment it hits real hardware? The Complete Course on Applied Cryptography is more than just a survey of algorithms—it's a deep dive into how cryptography actually works (and breaks) in the real world. Across 500 pages, this book blends rigorous theory with hands-on implementation techniques, real-world standards, and modern attack scenarios to give you a true end-to-end understanding of secure systems. You'll go beyond textbook math to see how cryptography is deployed in smartcards, embedded systems, TPMs, wireless networks, and constrained devices—and how vulnerabilities like side-channel attacks, broken APIs, and poor randomness still undermine even well-designed protocols. Whether you're a student grasping the fundamentals, an engineer building secure products, or a researcher analyzing cryptographic systems in the wild, this book gives you the depth and clarity to do it right.
  • Добавил: literator
  • Дата: 3-07-2025, 18:27
  • Комментариев: 0
Название: The Beginner’s Guide to Python DevOps Interviews: The Complete Practical Interview Guide for Beginners with Practical Questions, Answers, and Scenarios
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 449
Язык: английский
Формат: pdf, epub (true)
Размер: 11.9 MB

The Beginner’s Guide to Python DevOps Interviews: The Complete Practical Interview Guide for Beginners with Practical Questions, Answers, and Scenarios is your essential companion for launching a successful DevOps career with Python. This hands-on guide is tailored for beginners, covering every critical aspect of Python’s role in modern DevOps—from scripting and automation to CI/CD, containerization, monitoring, security, and cloud infrastructure. Each chapter breaks down complex topics into accessible lessons, complete with real-world scenarios, practical coding exercises, and expert interview tips. Readers will learn how to set up Python environments, automate routine tasks, build and manage pipelines, work with Docker and Kubernetes, implement robust monitoring, and integrate security best practices.
  • Добавил: literator
  • Дата: 3-07-2025, 17:20
  • Комментариев: 0
Название: Emerging Smart Agricultural Practices Using Artificial Intelligence
Автор: Ashish Kumar, Jai Prakash Verma, Rachna Jain
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 373
Язык: английский
Формат: pdf
Размер: 10.1 MB

Bring the latest technology to bear in the fight for sustainable agriculture with this timely volume. Artificial Intelligence (AI) has the potential to revolutionize virtually every area of research and scientific practice, including agriculture. With AI solutions emerging to drive higher yields, produce increased resource efficiency, and foster sustainability, there is an urgent need for a volume outlining this progress and charting its future course. Emerging Smart Agricultural Practices Using Artificial Intelligence meets this need with a deep dive into the rapidly developing intersection of agriculture and Artificial Intelligence. Taking an interdisciplinary approach which applies Data Science, Computer Science, and engineering techniques, the book provides cutting-edge insights on the latest advancements in AI-driven agricultural practices.
  • Добавил: literator
  • Дата: 3-07-2025, 16:41
  • Комментариев: 0
Название: Nonsequential and Distributed Programming with Go: Synchronization of Concurrent Processes, 2nd Edition
Автор: Christian Maurer
Издательство: Springer
Год: 2025
Страниц: 433
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

After a short chapter on basic aspects of software engineering and its realization in Go, this book introduces to nonsequential and distributed programming with Go. It systematically presents basic concepts for the synchronization and communication of concurrent processes. These include locks, semaphores, fairness and deadlocks, monitors, local and network-wide message passing, networks as graphs, network exploration, distributed depth and breadth first search, and the selection of a leader in networks. In order to make readers familiar with the concepts, the author always takes up the same classic examples. This makes learning easier, because the concepts presented can be compared more easily with the language resources. The algorithms are formulated in the Go programming language, which can be used to express numerous synchronization concepts. Due to its simple syntax, Go also offers the advantage that readers without prior knowledge can follow the basic concepts. The chapters on locks, semaphores, monitors and network-wide message passing also present some basic approaches to programming in C and Java. All source texts are available online.
  • Добавил: literator
  • Дата: 3-07-2025, 06:05
  • Комментариев: 0
Название: From Day Zero to Zero Day: A Hands-On Guide to Vulnerability Research
Автор: Eugene Lim
Издательство: No Starch Press
Год: 2025
Страниц: 344
Язык: английский
Формат: epub
Размер: 19.6 MB

Find vulnerabilities before anyone else does. Zero days aren’t magic—they’re missed opportunities. From Day Zero to Zero Day teaches you how to find them before anyone else does. In this hands-on guide, award-winning white-hat hacker Eugene “Spaceraccoon” Lim breaks down the real-world process of vulnerability discovery. You’ll retrace the steps behind past CVEs, analyze open source and embedded targets, and build a repeatable workflow for uncovering critical flaws in code. Whether you’re new to vulnerability research or sharpening an existing skill set, this book will show you how to think—and work—like a bug hunter. This book covers three broad techniques in zero-day research: code review, reverse engineering, and fuzzing. However, it doesn’t simply teach how to use these techniques, but why. It describes the best way to deploy them, and for which targets. I explain the process of analyzing a target to identify the most likely weak spots and demonstrate with real-world examples.
  • Добавил: literator
  • Дата: 3-07-2025, 05:34
  • Комментариев: 0
Название: Hacker's Manual - 19th Edition, 2025
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2025
Страниц: 148
Язык: английский
Формат: pdf
Размер: 108.8 MB

Добро пожаловать в 19-й выпуск The Hacker's Manual 2025! 148 страниц учебников, руководств и статей по взлому Linux от экспертов Linux Format Magazine, дома открытого программного обеспечения. Более 80 учебников по взлому. Сетевые технологии - погрузитесь в протоколы, стройте сети и анализируйте трафик. Сисадмин - используйте возможности Docker и научитесь экономить время при работе с терминалом. Хакинг - установите полноценную операционную систему Linux на свой телефон и взломайте дистрибутив, чтобы увеличить скорость работы. Конфиденциальность - ощутите на себе атаку и защитите свою конфиденциальность с нашей помощью.