Litgu.ru - Литературный Гуру

Название: Python for Large Language Models: A Beginners Handbook For Leveraging Llms Into Modern Development Workflows And Applications
Автор: Code Planet
Издательство: Code Planet
Год: 2025
Страниц: 292
Язык: английский
Формат: epub
Размер: 10.1 MB

Dive into the world of Large Language Models (LLMs) with this beginner-friendly guide that bridges the gap between cutting-edge AI technology and practical Python programming! Whether you're a curious coder or an aspiring AI enthusiast, this book is your gateway to mastering the art of integrating LLMs into modern development workflows and creating impactful applications. Large Language Models (LLMs) have become a cornerstone of modern Artificial Intelligence (AI), offering unprecedented capabilities in understanding, generating, and interacting with human language. These models, powered by advanced machine learning techniques, have revolutionized industries ranging from customer service to software development, and from education to creative writing. In this book, we will explore the fundamental aspects of LLMs, delving into their definition, their applications in development, and an overview of some of the most popular models, including GPT and BERT.

Название: LLMOps: Managing Large Language Models in Production (Early Release)
Автор: Abi Aryan
Издательство: O’Reilly Media, Inc.
Год: 2025-01-29
Страниц: 100
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Are you wrestling with the complexities of deploying and managing large language models? The rapid evolution of AI technologies demands robust solutions that can streamline development, enhance security, and scale effectively. However, the lack of clear guidance can make navigating this landscape daunting. Enter this much needed book by Abi Aryan—a vital resource poised to transform your approach to MLOps. This comprehensive guide equips you with the essential techniques and tools to develop, deploy, and manage large language models efficiently. Whether you're a seasoned AI practitioner or just stepping into the field, this book is your gateway to mastering LLMOps, ensuring your projects are not just functional but flourishing. Discover how to integrate cutting-edge tools like ChatGPT and Whisper.

Название: Mastering Terraform: Learn how to build and manage cloud infrastructure with Terraform
Автор: Nemanja Milenković
Издательство: BPB Publications
Год: 2025
Страниц: 266
Язык: английский
Формат: pdf, epub (true)
Размер: 10.8 MB

This book is a practical guide to mastering Terraform and IaC, helping readers build, manage, and scale modern infrastructure. It introduces setting up Terraform environments, mastering HashiCorp Configuration Language (HCL), and managing infrastructure state effectively. Learn to use Terraform providers for cloud platforms, define resources, and use variables and outputs for dynamic setups. Advanced topics include reusable modules, CI/CD integration, performance tuning, and security best practices. It also explores Terraform Cloud and Enterprise, covering remote state, VCS integration, team management, and Sentinel policies for enterprise-level control, making it a complete resource for mastering Terraform and IaC. By the end of this book, you will be well-equipped to manage your cloud infrastructure with confidence. You will gain expertise in configuration management, security best practices, and even explore features of Terraform Cloud and Enterprise for enhanced collaboration and team management. This book is for developers, system administrators, and DevOps professionals looking to start using Terraform and IaC.

Название: Angular Masterclass: Building production-ready applications with advanced techniques and best practices
Автор: Souvik Basu
Издательство: BPB Publications
Год: 2025
Страниц: 344
Язык: английский
Формат: epub (true)
Размер: 22.0 MB

Angular is a popular jаvascript framework that empowers developers to create single-page applications (SPAs) with ease. This comprehensive guide is designed to equip you with the skills and knowledge to become a proficient Angular developer, even if you are starting from scratch. This book offers a step-by-step guide to mastering Angular development. It starts with setting up your environment, using Angular CLI for efficient project management, and creating reusable components that form the core of any Angular app. You will learn data binding to connect data with your user interface and routing to guide users through your app’s sections. The book covers TypeScript basics, Angular’s primary language, and component lifecycle hooks for managing behavior at different stages. Advanced topics include handling user input with reactive forms, testing for quality assurance, and deploying your application effectively. By the end of this masterclass, you will be well-equipped to confidently build modern, interactive, and user-friendly web applications using the power of Angular.

Название: Data Science Essentials with R: Learn with focus on data manipulation, visualization, and machine learning
Автор: Abhishek Das
Издательство: BPB Publications
Год: 2025
Страниц: 268
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algorithms to drive better insights. This book offers a thorough introduction to data science, starting with R programming basics and advancing to ML and data visualization. Learn to clean, explore, and transform data using tools like dplyr. Key statistical concepts like probability, hypothesis testing, and modeling are covered, providing a foundation for data-driven decisions. Discover supervised and unsupervised ML techniques, feature engineering, and model evaluation. The book also provides career guidance in data science, including skill-building tips and job search strategies, equipping you to excel in this growing field. By the end of this book, you will be able to confidently use R to prepare data for analysis and apply ML algorithms to make predictions and drive business decisions.

Название: Software Craftsmanship Using AI: Practical guide for using LLMs in writing, reviewing and testing code
Автор: Almantas Karpavičius
Издательство: BPB Publications
Год: 2025
Страниц: 288
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book is a workshop to create software using AI. A reader will be taken through a series of requirements and create a practical API from scratch. AI is without a doubt a productivity boost, and our goal is to help you maximize the boost by writing prompts effectively to generate, refactor, test, and review code. The purpose of this book is to take classic principles and put them into the context of AI. Is it enough to know theory, to be able to generate code using AI? Explore how much you can rely on AI (ChatGPT, GitHub Copilot)—and how much you need to know by yourself. We will aim to create a pair-programming-like experience and generate as much code as we can, writing as little code ourselves as possible. Quality is the key—at no point will we let the AI-generated code be worse than perfect. This book is also a modern take on software design fundamentals. To be able to scrutinize AI-generated code and to be able to guide AI effectively to better results, one should understand the theory behind software design. It starts with basics like clean function design and object-oriented principles, then advances to SOLID principles, design patterns, and Onion architecture. Readers will learn essential testing methods, including unit, integration, and acceptance tests using BDD and Specflow. The guide covers API development, focusing on security, validation, error handling, and external system integration.

Название: Artificial Intelligence and Financial Security: Harnessing AI to protect and optimize financial systems
Автор: Piyush Ranjan, Brij Kishore Pandey, Rajiv Avacharmal
Издательство: BPB Publications
Год: 2025
Страниц: 320
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book “Artificial Intelligence and Financial Security” explores the transformative power of Artificial Intelligence (AI) in enhancing and safeguarding financial systems. This comprehensive guide looks into AI-driven solutions for fraud detection, risk management, regulatory compliance, and market forecasting. With detailed case studies, actionable insights, and expert analyses, the book equips the readers to tackle emerging challenges in financial security. It provides a deep dive into cutting-edge technologies like Machine Learning (ML), blockchain, and AI-powered cybersecurity, while highlighting the critical importance of ethical considerations and compliance with financial regulations. Each chapter is thoughtfully structured to guide readers from foundational concepts to practical strategies and insights into future trends in AI-driven finance. By the end of this book, you will be well-positioned to understand how AI is shaping the future of financial security.

Название: Language Intelligence: Expanding Frontiers in Natural Language Processing
Автор: Akshi Kumar
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 347
Язык: английский
Формат: pdf (true), epub
Размер: 18.3 MB

Thorough review of foundational concepts and advanced techniques in natural language processing (NLP) and its impact across sectors. Supported by examples and case studies throughout,Language Intelligence provides an in-depth exploration of the latest advancements in natural language processing (NLP), offering a unique blend of insight on theoretical foundations, practical applications, and future directions in the field. Comprised of 10 chapters, this book provides a thorough understanding of both foundational concepts and advanced techniques, starting with an overview of the historical development of NLP and essential mechanisms of Natural Language Understanding (NLU) and Natural Language Generation (NLG). It delves into the data landscape crucial for NLP, emphasizing ethical considerations, and equips readers with fundamental text processing techniques. The book also discusses linguistic features central to NLP and explores computational and cognitive approaches that enrich the field's advancement. Practical applications and advanced processing techniques across various sectors like healthcare, legal, finance, and education are showcased, along with a critical examination of NLP metrics and methods for evaluation. The appendices offer detailed explorations of text representation methods, advanced applications, and Python's NLP capabilities, aiming to inform, inspire, and ignite a passion for NLP in the ever-expanding digital universe.

Название: The Python Book - 19th Edition, 2025
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2025
Страниц: 180
Язык: английский
Формат: pdf
Размер: 78.6 MB

Python is an incredibly versatile, expansive language that, due to its similarity to everyday language, is surprisingly easy to learn even for inexperienced programmers. It has seen a huge increase in popularity since the release and rise of the Raspberry Pi, for which Python is the officially recognised programming language. In this new edition of The Python Book, you'll find plenty of creative projects to help you get to grips with the combination of your Raspberry Pi and Python's powerful functionality, plus lots of tutorials that focus on Python's effectiveness away from the tiny computer. You'll learn all about how to code with Python from a standing start with our comprehensive masterclass, then go on to complete tutorials that will consolidate your skills and help you become fluent in the language. You'll learn how to make Python work for you with tutorials on coding with Django, Flask, Pygame and even more useful third-party frameworks. Get ready to become a true Python expert with the wealth of information contained within these pages.

Название: Applied Natural Language Processing with PyTorch 2.0: Master Advanced NLP Techniques, Transform Text Data into Insights, and Build Scalable AI Models with PyTorch 2.0
Автор: Deepti Chopra
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 204
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Unlock the Power of PyTorch 2.0 for Next-Level Natural Language Processing. Natural Language Processing (NLP) is revolutionizing industries, from chatbots to data insights. PyTorch 2.0 offers the tools to build powerful NLP models. Applied Natural Language Processing with PyTorch 2.0 provides a practical guide to mastering NLP with this advanced framework. This book starts with a strong foundation in NLP concepts and the essentials of PyTorch 2.0, ensuring that you are well-equipped to tackle advanced topics. It covers key techniques such as transformer models, pre-trained language models, sequence-to-sequence models, and more. Each chapter includes hands-on examples and code implementations for real-world application. With a focus on practical use cases, the book explores NLP tasks like sentiment analysis, text classification, named entity recognition, machine translation, and text generation. You'll learn how to preprocess text, design neural architectures, train models, and evaluate results. Whether you're a beginner or an experienced professional, this book will empower you to develop advanced NLP models and solutions.