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 Название: GPT for Python-Coding in Computational Materials Science and Mechanics: From Prompt Engineering to Solutions in Worked-Out Examples
Автор: Bernhard Eidel
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2025
Страниц: 260
Язык: английский
Формат: pdf
Размер: 23.1 MB
This book covers all the topics about ChatGPT required to successfully generate Python code to solve problems in computational materials science and mechanics, complemented by numerous fully worked-out applications. The complete work flow for AI-assisted coding is given, including: (i) prompt engineering providing a powerful toolset for how to give coding assignments to ChatGPT effectively; (ii) commented code listings; and (iii) tips and tricks to verify the codes in rigorous tests including human interventions to fix issues and gaps. Finally, (iv) the coding projects are critically reviewed to address the strengths and remaining weaknesses of the Chatbot, including explicit recommendations on how to communicate with GPT. For the steps (i)–(iv) the book presents a curated selection of intriguing problems from computational materials science and computational mechanics including Machine Learning for problem-solving. These problems are carefully chosen for their relevance to current research and industrial applications and their suitability for showcasing the advanced capabilities of GPT-4 for code generation. | |
Разместил: Ingvar16 20-06-2025, 19:49 | Комментарии: 0 | Подробнее
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 Название: Software Engineering Made Easy: A Comprehensive Reference Guide for Writing Good Code
Автор: Marco Gähler
Издательство: Apress
Год: 2025
Страниц: 299
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Learn how to write good code for humans. This user-friendly book is a comprehensive guide to writing clear and bug-free code. It integrates established programming principles and outlines expert-driven rules to prevent you from over-complicating your code. You’ll take a practical approach to programming, applicable to any programming language and explore useful advice and concrete examples in a concise and compact form. Sections on Single Responsibility Principle, naming, levels of abstraction, testing, logic (if/else), interfaces, and more, reinforce how to effectively write low-complexity code. While many of the principles addressed in this book are well-established, it offers you a single resource. Software Engineering Made Easy modernizes classic software programming principles with quick tips relevant to real-world applications. Intermediate programmers who have a basic understanding of coding but are relatively new to the workforce. Applicable to any programming language, but proficiency in C++ or Python is preferred. Advanced programmers may also benefit from learning how to deprogram bad habits and de-complicate their code. | |
Разместил: Ingvar16 20-06-2025, 19:24 | Комментарии: 0 | Подробнее
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 Название: Comprehensive Data Structures and Algorithms in C++
Автор: Suresh Kumar Srivastava, Deepali Srivastava
Издательство: BPB Publications
Год: 2025
Страниц: 936
Язык: английский
Формат: epub (true)
Размер: 13.0 MB
Data structures and algorithms is an essential subject in computer science studies. It proves to be a great tool in the hands of any software engineer, and also plays a significant role in software design and development. It has become a must-have skill now for many competitions and job interviews in the software industry. The concepts are explained in a step-wise manner and illustrated with numerous figures, text, examples, and immediate code samples, which help in a better understanding of data structures and algorithms with their implementation. The book has more than 500 illustrations, code samples, and problems, along with solutions for exercises. This book provides practical C++ implementations and problem-solving exercises to foster a solid understanding of these core computer science concepts. After completion of this book, students will have a good understanding of data structures and algorithms concepts and implementation. Software engineers will be able to provide more effective solutions with the use of appropriate data structures and efficient algorithms. | |
Разместил: Ingvar16 20-06-2025, 17:02 | Комментарии: 0 | Подробнее
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 Название: Алгоритмы вычислительной статистики в системе R
Автор: Буховец А. Г., Москалев П. В.
Издательство: Лань
Год: 2021 - 2-е изд., перераб. и доп.
Cтраниц: 160
Формат: pdf (ocr)
Размер: 27 мб
Язык: русский
В учебном пособии в краткой форме излагается теоретический материал и приводятся примеры решения практических задач по разделам: линейная алгебра, теория вероятностей, методы оценивания и проверки гипотез, метод главных компонент, регрессионный и кластерный анализ с применением свободной системы статистической обработки данных и программирования R. В приложениях к настоящему пособию содержатся сведения по установке и использованию системы R, а также листинги программ, которые могут быть использованы в учебном процессе. Учебное пособие предназначено для студентов, обучающихся по направлению «Прикладная информатика», программа которых предусматривает изучение современных средств и методов вычислительной статистики. | |
Разместил: rivasss 20-06-2025, 06:31 | Комментарии: 0 | Подробнее
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 Название: 50 Everyday Tasks to Automate with Python: Ready-Made Examples
Автор: Klemens Nguyen
Издательство: Independently published
Год: 2024
Страниц: 189
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Unlock the Full Potential of Technology to Streamline Your Life and Work with „50 Everyday Tasks to Automate with Python”. In today's digital age, staying ahead means leveraging technology to optimize every aspect of our lives and work. This comprehensive guide is your key to unlocking a world of efficiency, organization, and innovation. Whether you're a professional looking to enhance productivity, a student aiming for academic success, or someone eager to improve personal management, this book offers a treasure trove of solutions tailored just for you. Each chapter is dedicated to a specific tool or application, designed to address common challenges and enhance your digital experience. Whether you're looking to optimize your professional workflow, manage personal projects more effectively, or simply make your daily life a bit easier, this guide provides step-by-step instructions and expert advice on integrating technology into every facet of your life. | |
Разместил: Ingvar16 20-06-2025, 04:19 | Комментарии: 0 | Подробнее
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 Название: MATLAB App Building (R2025a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: March 2025
Страниц: 406
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB
MATLAB provides functions and tools to build interactive user interfaces. You can add components, such as buttons and sliders, to enable user interaction and include plots for data visualization and exploration in these interfaces. To create self-contained interfaces that perform operations based on user interactions, develop apps. To create interfaces that can be embedded into a live script and that generate code as users explore parameters, develop Live Editor tasks. A large set of UI components are available for creating interfaces in MATLAB. You also can extend the list of available components with your own specialized UIs and visualizations by creating custom UI components. | |
Разместил: Ingvar16 20-06-2025, 02:34 | Комментарии: 0 | Подробнее
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 Название: A Brief Introduction to Web3: Decentralized Web Fundamentals for App Development
Автор: Shashank Mohan Jain
Издательство: Apress
Год: 2023
Страниц: 192
Язык: английский
Формат: True PDF, True EPUB, True MOBI
Размер: 23.5 MB
Journey into the world of Web3-based application development, its related protocols, and its usage in developing decentralized applications. This book will explain how programmable blockchains are revolutionizing the world of web applications, which can be run on decentralized platforms or peer-to-peer networks like IPFS. You'll start with an introduction to decentralization with a focus on blockchain implementations like Ethereum and Bitcoin. You'll then learn to develop simple decentralized applications (dApps) using Solidity, the language used for developing apps with Ethereum as well as smart contracts, wallets, gateways and NFTs. This book also covers how security and scale are addressed by L2 networks for scaling Bitcoin and Ethereum blockchains. A Brief Introduction to Web3 is your go-to guide for setting up simple Web3 applications using the Ethereum blockchain programming model. | |
Разместил: Ingvar16 19-06-2025, 18:50 | Комментарии: 0 | Подробнее
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 Название: Problem Solving in Data Structures & Algorithms Using Python, Third Edition
Автор: Hemant Jain
Издательство: Independently published
Серия: Problem Solving in Data Structures & Algorithms Series
Год: 31 October 2022
Страниц: 536
Язык: английский
Формат: pdf (true)
Размер: 11.6 MB
This book is an excellent resource for those entering the world of data structures and algorithms, especially if you're preparing for technical interviews. It covers key concepts in both data structures, which determine how data is organized in memory for efficient access, and algorithms, which are sets of instructions designed to manipulate these data structures and solve computational problems. The book starts with an introduction to complexity analysis, which is foundational for understanding the efficiency of algorithms. From there, it delves into various data structures such as Linked Lists, Stacks, Queues, Trees, Heaps, Hash Tables, and Graphs, along with their associated algorithms. You'll also learn about fundamental sorting and searching techniques. You should have a working knowledge of Python language. You are not an expert in the Python language, but you are well familiar with concepts of class, functions, lists, references, and recursion. If you’re planning to pursue a career in the Python language, get better at it and apply for a job, this book is best for you. | |
Разместил: Ingvar16 19-06-2025, 17:30 | Комментарии: 0 | Подробнее
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 Название: How Large Language Models Work
Автор: Edward Raff, Drew Farris, Stella Biderman
Издательство: Manning Publications
Год: 2025
Страниц: 200
Язык: английский
Формат: pdf (true)
Размер: 18.2 MB
Learn how large language models like GPT and Gemini work under the hood in plain English. How Large Language Models Work translates years of expert research on Large Language Models into a readable, focused introduction to working with these amazing systems. It explains clearly how LLMs function, introduces the optimization techniques to fine-tune them, and shows how to create pipelines and processes to ensure your AI applications are efficient and error-free. How Large Language Models Work is an introduction to LLMs that explores OpenAI’s GPT models. The book takes you inside ChatGPT, showing how a prompt becomes text output. In clear, plain language, this illuminating book shows you when and why LLMs make errors, and how you can account for inaccuracies in your AI solutions. Once you know how LLMs work, you’ll be ready to start exploring the bigger questions of AI, such as how LLMs “think” differently that humans, how to best design LLM-powered systems that work well with human operators, and what ethical, legal, and security issues can—and will—arise from AI automation. Includes examples in Python. No knowledge of ML or AI systems is required. | |
Разместил: Ingvar16 19-06-2025, 16:20 | Комментарии: 0 | Подробнее
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 Название: Developing AI Applications: An Introduction
Автор: Metin Karatas
Издательство: Rheinwerk Publishing Inc.
Год: 2024
Страниц: 856
Язык: английский
Формат: epub (true)
Размер: 19.97 MB
It’s time to get practical about AI. Move past playing around with chatbots and plugging your data into others’ applications—learn how to create your own! Walk through key AI methods like decision trees, convolutional layers, cluster analysis, and more. Get your hands dirty with simple no-code exercises and then apply that knowledge to more complex (but still beginner-friendly!) examples. With information on installing KNIME and using tools like AutoKeras, ChatGPT, and DALL-E, this guide will let you do more with AI! Right at the beginning, we’ll look at a finished Python program for a specific problem and discuss it in detail. We’ll then modify this program so that we can use it to solve other problems. Later on, we’ll continue in this way. We’ll also solve some tasks using the KNIME software, including graphical modules. This way, you don’t have to rewrite programs from scratch. The aim isn’t to give you a comprehensive introduction to the Python programming language or the modules used. After reading this book, you’ll be able to download data records from the internet and develop AIs for them or adapt your existing programs for this purpose. This is a very pragmatic approach. The programming language is only a means to an end. However, if you’ve worked through the book and want to deepen your knowledge in this area, I recommend that you learn the Python programming language. | |
Разместил: Ingvar16 19-06-2025, 06:17 | Комментарии: 0 | Подробнее
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