Litgu.ru - Литературный Гуру

Название: Solving Problems with Python: A Practical Guide for Pupils, Students, and Teachers
Автор: Klemens Nguyen
Издательство: Independently published
Год: September 10, 2024
Страниц: 448
Язык: английский
Формат: epub
Размер: 15.6 MB

"Solving Problems with Python: A Practical Guide for Pupils, Students, and Teachers" is the perfect guide for anyone looking to understand Python by solving real-world problems. Whether you’re a pupil starting your programming journey, a student tackling data analysis, or a teacher looking to incorporate coding into your classroom, this book has something for you. In this hands-on guide, you'll learn through engaging examples and projects that make problem-solving intuitive and fun. From math challenges to data visualization, web scraping, and even game creation, you'll see how Python can be applied to practical tasks in every field. Are you ready to take your Python skills to the next level and unlock the power of programming for real-world problem solving? Whether you're a student eager to learn, a teacher seeking new ways to engage your class, or someone looking to enhance your problem-solving abilities, this book offers the perfect starting point. Packed with practical examples, hands-on projects, and clear explanations, it's designed to make learning Python accessible and enjoyable.

Название: Neural Network Advancements in the Age of AI
Автор: Sarah Benziane, Fatiha Guerroudji Meddah
Издательство: IGI Global
Год: 2025
Страниц: 576
Язык: английский
Формат: pdf (true), epub
Размер: 28.4 MB

Emerging trends such as Explainable Artificial Intelligence (XAI), few-shot learning, and neural architecture search (NAS) push the boundaries of current neural networks. These cutting-edge networks are transforming the design and efficiency in modern applications, including computer vision, natural language processing (NLP), and autonomous systems. They enable engineers and data scientists to design efficient models, accelerating innovation in sectors like healthcare, biotechnology, and smart systems. The practical implementation techniques of these advanced neural networks are ideal for optimizing neural networks in real-world scenarios and solving real-world problems. Neural Network Advancements in the Age of AI provides a comprehensive exploration of neural networks, emphasizing both the theoretical foundations and practical applications across various fields. It bridges the gap between theory and practice, making neural networks accessible to both researchers and practitioners. Covering topics such as machine translation, predictive maintenance, and skill acquisition, this book is an excellent resource for AI engineers, data scientists, software developers, healthcare professionals, financial practitioners, engineers, computer scientists, professionals, researchers, scholars, academicians, and more.

Название: Emerging Trends in Artificial Intelligence: Integrating Theories and Practice
Автор: Haruna Chiroma
Издательство: IOP Publishing
Серия: IOP Series in Next Generation Computing
Год: 2025
Страниц: 388
Язык: английский
Формат: pdf (true)
Размер: 43.6 MB

Emerging Artificial Intelligence: Integrating theories and practice is specifically tailored for researchers in AI who are eager to delve into the latest developments and explore the integration of theoretical concepts with practical applications. This book is an essential guide for researchers in AI seeking to bridge the gap between theory and practice, embark on a transformative journey through the latest advancements in AI and gain a comprehensive understanding of their real-world applications. After reading the book, the reader will be able to clearly understand the industrial applications of each emerging AI domain and appreciate the operations of AI in industry as well as society in general. LLMs exhibit distinct characteristics in comparison to traditional Machine Learning and Deep Learning approaches. Machine Learning typically operates with smaller datasets, and is often trained using shallow learning algorithms, which excel in performance with limited data.

Название: High-Performance Computing and Artificial Intelligence in Process Engineering
Автор: Mingheng Li, Yi Heng
Издательство: IOP Publishing
Год: 2025
Страниц: 309
Язык: английский
Формат: pdf (true)
Размер: 62.1 MB

High-performance computing (HPC) and Artificial Intelligence (AI) in process engineering involve complex system modelling, data analysis, optimization design, and real-time monitoring. Key methods include data integration, model construction, optimization algorithms, Machine Learning, Deep Learning, parallel computing, and real-time analytics. These techniques significantly enhance production efficiency, reduce costs, and improve system stability. They also promote industrial intelligence, creating new opportunities and challenges in process engineering. This integration supports the advancement of Industry 4.0 and smart manufacturing. Aimed at researchers and industrial practitioners in process engineering, manufacturing, Data Science, Artificial Intelligence and high-performance computing.

Название: AI and ML for Coders: Applying Core ML algorithms, deep learning models, and MLOps best practices
Автор: Suddhasatwa Bhaumik
Издательство: BPB Publications
Год: 2025
Страниц: 496
Язык: английский
Формат: epub (true)
Размер: 10.6 MB

AI and ML are reshaping industries and creating unprecedented opportunities for innovation. They play a crucial role in helping businesses grow in a multitude of use cases and create applications, used by millions worldwide. Designed for coders of all levels, this book bridges the gap between theoretical concepts and real-world applications, empowering you to build intelligent systems. In this book, the readers will work with code, tackling fundamental topics like ML, by grasping core principles through practical coding exercises, followed by computer vision, where the code is trained to see the world and learn image processing techniques like feature detection, empowering applications to analyze and interpret visual data. This is followed by natural language processing (NLP), which enables the software to understand and manipulate language by utilizing techniques like tokenization, sentence sequencing, and more. Additionally, this book also talks about sequence modeling, whereby readers master techniques like recurrent neural networks (RNNs) and Long Short-Term Memory (LSTM) networks, as well as MLOps for deploying and scaling your AI/ML solutions on-premise and in the cloud, with tools like TensorFlow Extended (TFX) and Kubeflow. This book is for coders and software engineers, from novice to experienced, aiming to integrate AI and ML to enhance their IT systems.

Название: Learn C# with Visual Studio 2022: Comprehensive guide to C# fundamentals, Core .NET concepts, advanced features, and building with Visual Studio 2022
Автор: Marcelo Guerra Hahn
Издательство: BPB Publications
Год: 2025
Страниц: 423
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

C# and Visual Studio 2022 are foundational technologies for developing a wide range of applications on the .NET platform, from desktop to web. This book is your practical guide to mastering these tools, designed to take you from understanding the basics to building real-world solutions effectively. This book starts with setting up the IDE, and covers core programming basics like syntax rules, variables, data types, operators, control structures (like if-else statements and loops), exception handling, and methods. You will learn essential object-oriented programming (OOP) concepts such as classes, objects, encapsulation, inheritance, polymorphism, and abstraction. Progressing beyond fundamentals, you will learn efficient data management with collections, generics, and LINQ, handling events using delegates and events, and data persistence via file and stream I/O. This book is for software developers, students learning C#, and professionals looking to adopt .NET development using Visual Studio 2022. It is tailored for individuals new to programming or those with some C# background, aiming to expand their expertise using Visual Studio 2022.

Название: Generative AI with LangChain: Build smart AI apps using LangChain and Python tools
Автор: Priyanka Singh, Hariom Singh
Издательство: BPB Publications
Год: 2025
Страниц: 358
Язык: английский
Формат: pdf, epub (true)
Размер: 11.0 MB

AI is redefining how businesses solve problems, automate decisions, and deliver value. LangChain, an emerging framework, streamlines the integration of large language models into real-world applications, making AI more actionable and accessible. Unlock the power of cutting-edge AI with LangChain, a revolutionary Python framework designed to simplify the creation of sophisticated AI applications. This book begins with the foundational knowledge of AI and LangChain, followed by practical tools like Python, neural networks, and cloud platforms such as AWS and Azure. You will explore LangChain's architecture and gain hands-on experience integrating LangChain with leading cloud platforms. You will discover how to leverage powerful data science tools like Snowflake and Athena for real-world AI projects. You will analyze AI applications in modern operational frameworks, such as DevOps and MLOps, and gain insights into the exciting future trends, ethical AI practices, and real-world deployment strategies that are shaping the evolution of AI and LangChain. This book is ideal for software developers, AI enthusiasts, data scientists, DevOps engineers, and tech professionals aiming to gain practical skills in AI implementation using LangChain.

Название: Грокаем глубокое обучение
Автор: Эндрю Траск
Издательство: Питер
Год: 2020
Cтраниц: 350
Формат: pdf/djvu
Размер: 15 мб
Язык: русский

Глубокое обучение – это раздел искусственного интеллекта, цель которого научить компьютеры обучаться с помощью нейронных сетей – технологии, созданной по образу и подобию человеческого мозга. Онлайн-переводчики, беспилотные автомобили, рекомендации по выбору товаров именно для вас и виртуальные голосовые помощники – вот лишь несколько достижений, которые стали возможны, благодаря глубокому обучению.

Название: Decoding jаvascript Design Patterns: Build scalable applications with object-oriented programming
Автор: Rushabh Mulraj Shah
Издательство: BPB Publications
Год: 2025
Страниц: 573
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

In today's digitally powered world, jаvascript lies at the heart of nearly every web application. From dynamic user interfaces to behind-the-scenes logic, jаvascript enables everything from online shopping to learning new skills and connecting with global communities. This book is your guide to mastering jаvascript through design patterns - proven solutions that make applications scalable, robust, and adaptable to ever-changing demands. This book guides you through the essential world of jаvascript design patterns, beginning by introducing the three main categories of design patterns - creational, structural, and behavioral. Further, readers will learn how to manage asynchronous behavior and integrate them with modern frameworks like React and Vue. Advanced concepts like MVC and MVVM are explained, along with their role in web architecture and scalability. This book is a perfect guide for jаvascript developers, web architects, and tech enthusiasts looking to optimize code, build scalable applications, and master design patterns. This book is also for testers aiming to improve unit test efficiency.

Название: C# 13 and .NET 9: Guide to C# 13, .NET 9, data management, and deployment strategies
Автор: Jefferson S. Motta
Издательство: BPB Publications
Год: 2025
Страниц: 827
Язык: английский
Формат: epub (true)
Размер: 10.4 MB

C# and .NET continue to evolve as powerful, versatile tools for building modern applications, driving innovation across various platforms. This book focuses on the latest advancements, empowering you to develop robust and high-performing software solutions. The book leads you from setting up your development environment and understanding C# fundamentals, including new C# 13 language features, to mastering object-oriented programming with classes, inheritance, and interfaces. You will then learn to utilize the extensive .NET framework's base class library, handling file I/O, and efficiently managing data with Entity Framework Core and LINQ. This book is designed for beginners in C# programming, as well as mid-level and senior programmers, software engineers, web developers, systems architects, and IT professionals looking to expand their technical toolkit. It covers both basic and advanced techniques, serving as a comprehensive guide to the world of C# and .NET, making it valuable for everyone from students to enterprise solution developers.