Название: Программирование на Scratch для детей. Уровень 1
Автор: Пашковская Ю. В.
Издательство: Лаборатория знаний
Год: 2024
Cтраниц: 227
Формат: pdf
Размер: 12 мб
Язык: русский

В данном пособии дети смогут познакомиться с основами программирования в среде Scratch (Скретч). Особенность этой среды заключается в том, что программированию обучаются играя. В Скретче можно сочинять истории, рисовать, оживлять придуманные персонажи, создавать презентации и игры.

Название: Numbers and Computers, 3rd Edition
Автор: Ronald T. Kneusel
Издательство: Springer
Серия: Texts in Computer Science
Год: 2025
Страниц: 409
Язык: английский
Формат: pdf (true), epub
Размер: 36.1 MB

This textbook details the variety of number formats used by computers, thereby helping to ground readers in what can and cannot be represented accurately, especially by floating-point numbers. The book's first part details standard representations of integers and floating-point numbers. The second explores other number representations, including the wide variety recently developed to support Artificial Intelligence (AI) and its demand for efficiency in representation to accommodate the ever-expanding scope of neural network models. Chapters describe each format, with examples in code (Python and C) and exercises. This new edition includes three new chapters on posits, AI number formats, and a collaborative experiment with an AI to generate novel number formats. Additionally, the existing text has been revised and edited and software updated as necessary to move from Python 2.7 to Python 3. A textbook eminently suitable for undergraduates in Computer Science, the work also will appeal to software developers, engineers, scientists, AI experts, and anyone who programs for fun.

Название: Machine Learning System Design: With end-to-end examples (Final Release)
Автор: Valerii Babushkin, Arseny Kravchenko
Издательство: Manning Publications
Год: 2025
Страниц: 375
Язык: английский
Формат: pdf (true)
Размер: 28.7 MB

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable Machine Learning systems. From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the Machine Learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving Machine Learning systems at any scale or complexity. Designing and delivering a Machine Learning system is an intricate multistep process that requires many skills and roles. Whether you’re an engineer adding Machine Learning to an existing application or designing a ML system from the ground up, you need to navigate massive datasets and streams, lock down testing and deployment requirements, and master the unique complexities of putting ML models into production. That’s where this book comes in. For readers who know the basics of software engineering and Machine Learning. Examples in Python.

Название: Java Software Solutions, Foundations of Program Design 10th Edition
Автор: John Lewis, William Loftus
Издательство: Pearson
Год: 2024
Страниц: 843
Язык: английский
Формат: pdf
Размер: 160.8 MB

Java Software Solutions helps you gain the knowledge and skill you need to design true object-oriented solutions. A natural progression of concepts focuses on the use of objects before learning how to write them. Sound programming practices are introduced and reinforced, giving you clear guiding principles to engineer good software. Both small and large real-world examples let you practice sharpening your problem-solving and design skills. Graphics and GUI sections serve as excellent visual examples of object-orientation. The 10th Edition is updated to keep pace with the ever-evolving Java language. New examples and sections keep the material fresh and improve the discussion of individual topics.

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.

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.

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.

Название: Quarkus in Action (Final Release)
Автор: Martin Štefanko, Jan Martiška
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 Štefanko and Jan Martiška, 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.

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.

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.