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 Название: Large Language Model Using Tensorflow: A Complete TensorFlow Implementation Guide for Modern AI Development
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1470
Язык: английский
Формат: epub (true)
Размер: 12.2 MB
Large Language Model Using Tensorflow: A Complete TensorFlow Implementation Guide for Modern AI Development is the definitive hands-on guide for building state-of-the-art language models from the ground up using TensorFlow. This comprehensive resource takes you through every stage of LLM development, from understanding transformer architecture fundamentals to deploying production-ready models at scale. Unlike other theoretical treatments, this book provides practical, code-first instruction using TensorFlow's latest features and best practices. You'll master essential concepts including attention mechanisms, positional encoding, tokenization strategies, and advanced training techniques like mixed precision and distributed computing. The book covers critical topics such as instruction tuning, reinforcement learning from human feedback (RLHF), and parameter-efficient fine-tuning methods like LoRA. Whether you're a Machine Learning engineer, AI researcher, or data scientist, this book provides the practical expertise needed to build, train, and deploy your own large language models. | |
Разместил: Ingvar16 29-05-2025, 17:24 | Комментарии: 0 | Подробнее
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 Название: Design Patterns via C#. Приемы объектно-ориентированного проектирования
Автор: Шевчук А., Охрименко Д.
Издательство: Itvdn
Год: 2015
Страниц: 288
Формат: pdf
Размер: 12,6 мб
Качество: хорошее
Язык: русский
В книге очень четко, последовательно и структурировано, с примерами реализации в языке C# изложены базовые знания о шаблонах проектирования. Книга впитала в себя многолетний опыт обучения разработчиков применению шаблонов проектирования. В ней нет ничего лишнего, она послужит надежным помощником начинающим и опытным .NET разработчикам. | |
Разместил: gol8425 29-05-2025, 14:54 | Комментарии: 0 | Подробнее
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 Название: Python for Excel Pros: Financial Modeling & Data Automation: A Comprehensive Guide 2025
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2025
Страниц: 616
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Supercharge your Excel workflows with the power of Python—the ultimate tool for finance professionals, analysts, and data-driven decision-makers. Python for Excel Pros is your complete guide to automating financial modeling, streamlining data analysis, and unlocking next-level efficiency in Excel. This book bridges the gap between traditional Excel methods and the future of financial automation, equipping you with the tools to enhance productivity, eliminate repetitive tasks, and build dynamic financial models. Whether you’re a financial analyst, accountant, or data scientist, this book delivers a high-performance framework to take your Excel expertise to the next level. Every chapter is rich with examples drawn from finance—whether it’s automating complex Excel reports, analyzing time series data, or building robust financial models that can handle stress tests and risk analysis. You’ll gain hands-on experience with libraries like Matplotlib, Seaborn, and Plotly, as well as learn the art of web scraping and API integration to pull in the latest data. | |
Разместил: Ingvar16 29-05-2025, 09:39 | Комментарии: 0 | Подробнее
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 Название: Основы алгоритмизации и программирования
Автор: Лубашева Т. В. , Железко Б. А.
Издательство: РИПО
Год: 2016
Cтраниц: 378 с. : ил.
Формат: pdf (ocr)
Размер: 20 мб
Язык: русский
В учебном пособии раскрываются вопросы развития у обучающихся алгоритмического мышления, формирования знаний о свойствах алгоритмов и приобретения практических навыков разработки программ с использованием языка программирования Паскаль. Учебное пособие имеет выраженную практическую направленность в целях формирования профессиональной компетентности будущих специалистов в области принципов построения алгоритмов и методов проектирования программ. | |
Разместил: rivasss 29-05-2025, 08:21 | Комментарии: 0 | Подробнее
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 Название: Teach Yourself Python: Guided by ChatGPT: Mastering Python Step by Step: Learn with ChatGPT
Автор: Khanh Le
Издательство: Hoang Hue LLC
Год: October 15, 2024
Страниц: 288
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Welcome to Python! You’ve just taken the first step into the exciting world of programming. Whether you’re learning Python out of curiosity, for work, or to enhance your problem-solving skills, you’re in for a rewarding journey. But here’s the best part: you’re not learning alone. With the help of this book and ChatGPT, you’ll have a friendly guide by your side to support you, answer your questions, and make learning Python easier. How Can ChatGPT Assist in Learning Python? Learning a new programming language can sometimes feel overwhelming, especially if you’re new to coding. This is where ChatGPT comes in. ChatGPT is an advanced AI model trained to understand and generate human-like text, making it an incredibly helpful companion as you work through Python exercises and concepts. Imagine you have a tutor that’s available 24/7, ready to answer questions, provide examples, explain difficult concepts, and even suggest new ways to approach a problem. That’s what ChatGPT can do for you. | |
Разместил: Ingvar16 29-05-2025, 06:25 | Комментарии: 0 | Подробнее
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 Название: Программирование: введение в профессию (Издание 2,9) (в 3-х томах + Задачи и этюды)
Автор: Столяров А.В.
Издательство: Цетине, Белград
Год: 2025 (изд. 2.9)
Страниц: 225, 226, 227, 164
Язык: русский
Формат: pdf
Размер: 12.6 MB
Первый том серии «Программирование: введение в профессию» включает две основные части. В первую часть книги вошли избранные сведения из истории вычислительной техники, обсуждение некоторых областей математики, непосредственно используемых программистами (таких как алгебра логики, комбинаторика, позиционные системы счисления), математических основ программирования (теория вычислимости и теория алгоритмов), принципы построения и функционирования вычислительных систем, начальные сведения о работе с командной строкой ОС Unix. Вторая часть посвящена начальным навыкам составления компьютерных программ на примере Free Pascal под ОС Unix. Программирование. Введение в профессию. Том 2. Системы и сети. Во второй том вошли части посвящённые языку Си, основным возможностям операционной системы, взаимодействию программ через компьютерные сети, параллельному программированию и внутреннему устройству ядра операционной системы. Программирование. введение в профессию. Том 3 Парадигмы. Третий том посвящён высокоуровневому программированию и возможным подходам к осмыслению программы и её исполнения, известным как «парадигмы программирования». Рассматриваются языки C++, Lisp, Scheme, Prolog, Hope и Tcl. | |
Разместил: Ingvar16 28-05-2025, 23:48 | Комментарии: 0 | Подробнее
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 Название: Automate the Boring Stuff with Python, 3rd Edition (Final Release)
Автор: Al Sweigart
Издательство: No Starch Press
Год: 2025
Страниц: 675
Язык: английский
Формат: True/Retail PDF, True/Retail ePUB
Размер: 45.4 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. Once you’ve mastered the basics of programming, you’ll create Python programs that effortlessly perform useful and impressive feats of automation to: –Search for text in a file or across multiple files; –Create, update, move, and rename files and folders; –Search the Web and download online content; –Update and format data in Excel spreadsheets of any size, etc. | |
Разместил: Ingvar16 28-05-2025, 22:40 | Комментарии: 0 | Подробнее
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 Название: Learning C programming: An Informative and In-depth Guide to C Programming
Автор: Anthony Wallit, Fabio Rumolo
Издательство: Independently published
Серия: How to program with different languages!
Год: October 25, 2022
Страниц: 185
Язык: английский
Формат: epub
Размер: 10.1 MB
New reedited and corrected edition! Do you wish to learn a programming language? C was originally developed for system development tasks, namely for the program that makes up the operating system. C is still in use today. This language was chosen for system development because it generates code that is almost as fast as software written in assembly language, which was previously the standard. C is a simple and basic programming language to learn. This book covers the fundamentals of C, as well as the C Basic Library and current C standards. It is not necessary to have any prior programming expertise. C is a popular programming language that has been popular for decades. C has a wide range of applications. It may be used to code a microprocessor or to create an operating system from the ground up. This book aims to provide a simple and easy-to-understand introduction to the C language. This book aims to be an ultimate guide for keen and interested programmers to be, providing an informative outlook with an in-depth focus in a suitable flow with straightforward communication with organized chapters. | |
Разместил: Ingvar16 28-05-2025, 18:43 | Комментарии: 0 | Подробнее
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 Название: Mathematics for AI: The Hidden Language of Machines
Автор: Gilbert Gutiérrez
Издательство: Independently published
Серия: AI from Scratch: Step-by-Step Guide to Mastering Artificial Intelligence, Book 2
Год: 2025
Страниц: 455
Язык: английский
Формат: epub
Размер: 10.4 MB
Many people dive into AI using pre-built libraries like TensorFlow, PyTorch, and Scikit-Learn, but these tools often act as "black boxes," hiding the mathematical operations that make AI work. Without understanding the underlying math, it’s challenging to fine-tune models, optimize algorithms, and innovate new AI solutions. This book demystifies the math behind AI, helping you go beyond the basics and gain a deeper, more intuitive understanding of how AI truly functions. Artificial Intelligence (AI) is often perceived as a complex, high-tech field that operates through intricate algorithms and deep neural networks. However, beneath this complexity lies a powerful, fundamental force: mathematics. Mathematics is not just a tool for AI; it is the language that defines how machines process, learn from, and understand data. AI algorithms and models rely on mathematical theories and techniques to solve problems, make predictions, and adapt to new information. | |
Разместил: Ingvar16 28-05-2025, 18:05 | Комментарии: 0 | Подробнее
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 Название: Tackling Imbalanced Data with Python: Advanced Techniques and Real-World Applications for Tackling Class Imbalance
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1749
Язык: английский
Формат: epub (true)
Размер: 14.7 MB
Tackling Imbalanced Data with Python: Advanced Techniques and Real-World Applications for Tackling Class Imbalance is a comprehensive guide designed for data scientists, Machine Learning engineers, and practitioners who face the ubiquitous challenge of imbalanced datasets. This book addresses one of the most critical yet underexplored problems in Machine Learning, where traditional algorithms fail to perform effectively on datasets with skewed class distributions. The book provides a systematic approach to understanding and solving class imbalance problems, covering everything from fundamental concepts to cutting-edge techniques. Readers will master data-level solutions including SMOTE and advanced synthetic data generation, algorithm-level approaches such as cost-sensitive learning and focal loss, and ensemble methods specifically designed for imbalanced data. The book extensively covers Deep Learning adaptations, computer vision applications, and natural language processing solutions for imbalanced scenarios. Each chapter includes detailed Python implementations using popular libraries like Scikit-learn, Imbalanced-learn, PyTorch, and TensorFlow. | |
Разместил: Ingvar16 28-05-2025, 16:35 | Комментарии: 0 | Подробнее
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