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 Название: LLMs in Production: From language models to successful products (Final Release)
Автор: Christopher Brousseau, Matthew Sharp
Издательство: Manning Publications
Год: 2025
Страниц: 456
Язык: английский
Формат: pdf (true)
Размер: 34.0 MB
Learn how to put Large Language Model-based applications into production safely and efficiently. This practical book offers clear, example-rich explanations of how LLMs work, how you can interact with them, and how to integrate LLMs into your own applications. Find out what makes LLMs so different from traditional software and ML, discover best practices for working with them out of the lab, and dodge common pitfalls with experienced advice. LLMs in Production teaches you how to develop an LLMOps plan that can take an AI app smoothly from design to delivery. You'll learn techniques for preparing an LLM dataset, cost-efficient training hacks like LORA and RLHF, and industry benchmarks for model evaluation. Along the way, you'll put your new skills to use in three exciting example projects: creating and training a custom LLM, building a VSCode AI coding extension, and deploying a small model to a Raspberry Pi. For data scientists and ML engineers who know Python and the basics of cloud deployment. | |
Разместил: Ingvar16 17-01-2025, 06:34 | Комментарии: 0 | Подробнее
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 Название: Hands-on Cryptography with Python: Master Cryptographic Foundations with Real-World Implementation for Secure System Development Using Python
Автор: Rasid Ali
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 301
Язык: английский
Формат: epub (true)
Размер: 15,6 MB
Master Cryptography with Python: From History to Real-World Implementation. Cryptography is the backbone of modern digital security, and Python makes it accessible for everyone. Hands-on Cryptography with Python takes readers from foundational concepts to advanced cryptographic systems, equipping them with both theoretical understanding and practical implementation skills using Python. You'll begin with setting up the platform and Installation and move on to understanding the basics of cryptography-exploring classic ciphers, their evolution, and their role in secure communication. Next, you'll advance to Symmetric Key Cryptography and Asymmetric Key Cryptography, learning how to implement encryption algorithms step-by-step with Python. | |
Разместил: Ingvar16 17-01-2025, 04:58 | Комментарии: 0 | Подробнее
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 Название: Starting Out With Python, 6th Edition
Автор: Tony Gaddis
Издательство: Pearson
Год: 2023
Страниц: 917
Язык: английский
Формат: pdf
Размер: 17.3 MB
Starting Out with Python introduces programming concepts and problem-solving skills using Tony Gaddis' accessible approach. Written for novice programmers, Gaddis uses easy-to-understand language to introduce concepts. Control structures are explained, then classes and GUI applications. Every chapter includes clear and easy-to-read code listings, practical real-world examples, focused explanations and an abundance of exercises. As you progress through the text, you'll learn to recognize how to design the logic of high-quality programs and then implement those programs using Python. The 6th Edition is thoroughly updated with new language features and functionality for versions of Python up through Python 3.9. | |
Разместил: Ingvar16 17-01-2025, 04:02 | Комментарии: 0 | Подробнее
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 Название: Quarkus in Action (Final Release)
Автор: Martin Stefanko, Jan Martiska
Издательство: Manning Publications
Год: 2025
Страниц: 417
Язык: английский
Формат: pdf (true)
Размер: 16.0 MB
Build resilient and scalable, cloud-native enterprise Java applications using the Quarkus framework. Quarkus lets you live-reload your Java code, deliver continuous background testing, and automatically provide database instances—plus tons more productivity-boosting features! Quarkus in Action quickly gets you up to speed with Quarkus by building a real-world business application. Quarkus in Action is written by Martin Stefanko and Jan Martiska, Red Hat engineers who are both active contributors to the Quarkus project. In it, you’ll learn how Quarkus works and how you can integrate it into your stack for more productive Java development. Discover what makes Quarkus different from classic enterprise Java frameworks, how Quarkus streamlines creating cloud-native applications, and makes deployment easy. Quarkus in Action provides a carefully designed learning path through Quarkus’ key features and use cases. You’ll learn hands-on by implementing a working car rental application with a cloud-native microservices design that includes Kubernetes, SQL and NoSQL databases, messaging, and observability. For intermediate Java developers who have experience developing server-side Java applications. | |
Разместил: Ingvar16 17-01-2025, 03:09 | Комментарии: 0 | Подробнее
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 Название: Automate the Boring Stuff with Python, 3rd Edition (Early Access)
Автор: Al Sweigart
Издательство: Manning Publications
Год: 2025
Страниц: 620
Язык: английский
Формат: pdf (true)
Размер: 18.8 MB
If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you? In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. This is the power of computer programming. A computer is like a Swiss Army knife with tools for countless tasks. Many people spend hours clicking and typing to perform repetitive tasks, unaware that the machine they’re using could do their job in seconds if they gave it the right instructions. Once you’ve mastered the basics of programming, you’ll create Python programs that effortlessly perform useful and impressive feats of automation. Step-by-step instructions walk you through each program, and practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks. | |
Разместил: Ingvar16 17-01-2025, 02:29 | Комментарии: 0 | Подробнее
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 Название: Natural Language Processing in Action, 2nd Edition (Final Release)
Автор: Hobson Lane, Maria Dyshel
Издательство: Manning Publications
Год: 2025
Страниц: 720
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB
Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art Natural Language Processing (NLP) models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. You’ll create NLP tools that can detect fake news, filter spam, deliver exceptional search results and even build truthfulness and reasoning into Large Language Models (LLMs). Recent advances in deep learning are creating NLP applications with unprecedented power to influence and assist us. Chatbots can now imitate real people, find that tip-of-your-tongue word, diagnose illness, support mental health, educate the public, and automatically generate document summaries—all with free open source software. Accessible open source tools, such as spaCy and PyTorch, make production-level NLP easier and more impactful than ever before. For intermediate Python programmers familiar with Deep Learning basics. | |
Разместил: Ingvar16 17-01-2025, 01:53 | Комментарии: 0 | Подробнее
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 Название: C# Concurrency: Asynchronous and multithreaded programming (Final Release)
Автор: Nir Dobovizki
Издательство: Manning Publications
Год: 2025
Страниц: 250
Язык: английский
Формат: pdf (true)
Размер: 21.0 MB
Supercharge your applications with the ultimate guide to asynchronous and multithreaded programming in C#! C# Concurrency teaches you how to write effective multithreaded and asynchronous software in C#. Practical techniques, real-world examples, and useful code samples cut through the confusion around async/await and help you write rapid, reliable, and bug-free code. C# Concurrency equips programmers with a comprehensive understanding of multithreading and asynchronous programming, focusing on the practical use of the C# async-await feature to simplify asynchronous tasks. It teaches how to avoid common pitfalls, addresses classic multithreading issues like deadlocks and race conditions, and advanced topics such as controlling thread of execution and using thread-safe collections. For experienced C# programmers. No knowledge of asynchronous programming required. | |
Разместил: Ingvar16 16-01-2025, 20:16 | Комментарии: 0 | Подробнее
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 Название: Build a Robo-Advisor with Python (From Scratch): Automate your financial and investment decisions (Final Release)
Автор: Rob Reider, Alex Michalka
Издательство: Manning Publications
Год: 2025
Страниц: 335
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB
Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool. Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy. Automated “robo-advisors” are commonplace in financial services, thanks to their ability to give high-quality investment advice at a fraction of the cost of human advisors. Build a Robo-Advisor with Python (From Scratch) teaches you to develop one of these powerful, flexible tools using popular and free Python libraries. You’ll master practical Python skills in demand in financial services, and financial planning skills that will help you take the best care of your money. All examples are accompanied by working Python code, and are easy to adjust for investors anywhere in the world. Accessible to anyone with a basic knowledge of Python and finance—no special skills required. | |
Разместил: Ingvar16 16-01-2025, 19:21 | Комментарии: 0 | Подробнее
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 Название: PHP Crash Course: The Complete, Modern, Hands-On Guide (Final)
Автор: Matt Smith
Издательство: No Starch Press
Год: 2025
Страниц: 731
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 34.6 MB
Tired of cobbling together PHP solutions from scattered online tutorials? Frustrated by outdated PHP practices that leave your code vulnerable and hard to maintain? Whether you’re building your first dynamic website or modernizing legacy systems, PHP Crash Course gives you a complete, practical foundation for writing professional web applications. PHP is currently in its eighth major version, so as well as being tried and tested, it’s faster and more secure than ever before. It’s a free, open source, and well-maintained language. While other popular web programming languages are available, about 70 percent of the web is run by PHP programs, including Etsy, Facebook (using its dialect of PHP, called Hack), Spotify, Wikipedia, and WordPress. Whether you’re a complete beginner or an experienced developer looking to modernize your PHP skills, PHP Crash Course gives you everything you need to build professional, dynamic websites with confidence. | |
Разместил: Ingvar16 16-01-2025, 18:27 | Комментарии: 0 | Подробнее
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 Название: Real-World Java: Helping You Navigate the Java Ecosystem
Автор: Victor Grazi, Jeanne Boyarsky
Издательство: Wiley
Год: 2025
Страниц: 523
Язык: английский
Формат: epub (true)
Размер: 28.5 MB
A concise handbook for the most common tools used in modern Java development. Good Java developers learn Java syntax, how to create loops and switches, and can work out a lambda filter stream. But great Java developers need to understand the vast ecosystem of tools and frameworks for collaboration, testing, building, and more. In Real-World Java: Helping You Navigate the Java Ecosystem, a team of veteran Java developers delivers a concise and authoritative discussion of the most common frameworks, tools, and techniques used in enterprise Java development shops. The authors provide just enough background and examples to allow you to dive right into the expert guidance on annotations, logging frameworks, observability, performance tuning, testing tools, and collaboration, that real-life commercial Java development typically relies on. You’ll expand your Java development toolkit with frameworks and utilities like Spring, Git, Prometheus, and Project Lombok. You’ll also discover links to tested, downloadable code examples that demonstrate the skills discussed in the book. | |
Разместил: Ingvar16 16-01-2025, 17:42 | Комментарии: 0 | Подробнее
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