Название: Машинное обучение: основы
Автор: Николенко С.И.
Издательство: Питер
Год: 2025
Страниц: 609
Язык: русский
Формат: pdf
Размер: 38.5 MB

Машинное обучение давно уже стало синонимом искусственного интеллекта. Оно проникло во многие аспекты нашей жизни и стало одной из важнейших областей современной науки. Эта книга — путеводитель по ключевым идеям машинного обучения. Вы узнаете, как методы машинного обучения получаются из основных принципов теории вероятностей, пройдёте путь от теоремы Байеса до обобщённых линейных моделей и узнаете в лицо тех китов, на которых стоит весь современный искусственный интеллект. Множество увлекательных кейсов, практических примеров и интересных задач — от анализа ретроспективных научных исследований до эффекта "горячей руки" в баскетболе — помогут разобраться в самых сложных концепциях. Кроме того, книга может лечь в основу базовых курсов по машинному обучению.

Название: Successful AI Product Creation: A 9-Step Framework
Автор: Shub Agarwal
Издательство: Wiley
Год: 2025
Страниц: 304
Язык: английский
Формат: pdf, epub (true)
Размер: 12.2 MB

The Essential Guide to AI and Generative AI Product Creation from a Veteran AI Leader and Educator. In Successful AI Product Creation: A 9-Step Framework, AI product leader, professor of product management and AI, and industry expert, Prof. Shub Agarwal delivers the ultimate playbook—a comprehensive, step-by-step guide to Building, Scaling, and Integrating AI and Generative AI into real-world products. Drawing from over two decades of experience, this comprehensive guide bridges the gap between AI technology and business impact, ensuring you can navigate the AI revolution with confidence. The cutting-edge technology known as Generative AI is a specific Artificial Intelligence (AI) that produces new content that closely mimics training data. It operates across various formats, including text, images, audio, and video, each contributing to diverse business applications. At its core, Generative AI leverages advanced algorithms to learn patterns and structures from existing data, enabling it to generate innovative outputs that have the potential to revolutionize industries.

Название: Алгоритмы: теория и практическое применение
Автор: Стивенс Род
Издательство: М.: Эксмо
Год: 2016
Cтраниц: 544
Формат: pdf
Размер: 78 мб
Язык: русский

Алгоритмы – это рецепты, которые делают возможным эффективное программирование. Их изучение позволяет усвоить общие подходы к решению задач и накапливать полезные методики для их решения. В этой книге представлено множество классических алгоритмов, вы узнаете, где они применяются и как их анализировать, чтобы понять их поведение. Эта книга может быть полезной не только в вашей текущей профессиональной деятельности, но и поможет вам получить новую работу.

Название: Essential Data Analytics, Data Science, and AI: A Practical Guide for a Data-Driven World
Автор: Maxine Attobrah
Издательство: Apress
Год: 2024
Страниц: 223
Язык: английский
Формат: pdf (true), epub (true)
Размер: 11.3 MB

In today's world, understanding data analytics, Data Science, and Artificial Intelligence is not just an advantage but a necessity. This book is your thorough guide to learning these innovative fields, designed to make the learning practical and engaging. The book starts by introducing data analytics, Data Science, and Artificial Intelligence (AI). It illustrates real-world applications, and, it addresses the ethical considerations tied to AI. It also explores ways to gain data for practice and real-world scenarios, including the concept of synthetic data. Next, it uncovers Extract, Transform, Load (ETL) processes and explains how to implement them using Python. Further, it covers Artificial Intelligence and the pivotal role played by Machine Learning models. Python is currently one of the most popular programming languages for completing Artificial Intelligence and Data Science tasks. This is the case because of its easy-to-read syntax, extensive libraries, strong compatibility with cross-platforms, and strong community support. This makes it easier for beginners and experienced programmers to write and understand code and encourages faster development and collaboration.

Название: Powershell Fast Track: Hacks for Non-Coders, 2nd Edition
Автор: Vikas Sukhija
Издательство: Apress
Год: 2025
Страниц: 184
Язык: английский
Формат: pdf (true), epub (true)
Размер: 16.7 MB

Create complex scripts in PowerShell and learn how to connect them to cloud services like Azure and Azure AD. This updated version of the book will help you learn PowerShell by providing small "cheat" snippets that you can combine to write efficient and effective scripts. PowerShell Fast Track starts with the basics of PowerShell before moving on to discuss functions like date and logs, along with concepts such as inputs for your scripts. Author Vikas Sukhija then walks you through interactive input and Snapins modules, where you will learn GUI button prompts and how to import sessions. He'll then show you how to report errors through email and log errors to a text file. Reporting CSV (Comma Separate Value) is discussed next, followed by a demonstration of miscellaneous functions, including how to connect your PowerShell scripts with Azure, SharePoint, Teams and other services. As you progress further, you'll see how PowerShell provides powerful features for automation that can be leveragedfor managing your Teams workload. Finally, using practical examples, you will learn how to implement and create scripts for day-to-day usage.

Название: Node.js Basics for New Developers: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 325
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

"Node.js Basics for New Developers: A Practical Guide with Examples" offers an in-depth exploration of Node.js, tailored specifically for those new to server-side programming. This book delves into the unique qualities of Node.js, including its event-driven, non-blocking I/O architecture, which sets it apart from traditional server environments. It introduces readers to the vibrant Node.js ecosystem, providing insights into popular libraries, frameworks, and community resources that enhance the development experience. Structured systematically, the book begins with an introduction to essential jаvascript concepts pivotal for Node.js development, progressing through topics such as asynchronous programming, module management, and the intricacies of building RESTful APIs. Each chapter includes practical examples and detailed explanations to reinforce learning. The text also covers crucial practices for error handling, debugging, testing, and optimization to ensure applications are robust, efficient, and secure.

Название: Python File Handling Made Easy: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 217
Язык: английский
Формат: pdf, epub (true)
Размер: 12.6 MB

This book provides a comprehensive exploration of file handling in Python, presenting clear and precise instructions for managing files across various operating systems. It covers foundational topics such as file opening, reading, writing, and appending while emphasizing proper resource management. Detailed discussions of file modes and encodings ensure readers understand the nuances between text and binary file operations. The content is structured to guide readers gradually from basic file operations to more sophisticated techniques. Each chapter builds upon the previous one, introducing context managers, custom error handling, and methods for efficient file processing. The book also details performance enhancements and advanced programming practices such as asynchronous processing, buffered I/O, and safe concurrent file access.

Название: jаvascript File Handling from Scratch: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 101
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

"jаvascript File Handling from Scratch: A Practical Guide with Examples" is a meticulously crafted resource dedicated to demystifying file operations within the jаvascript universe. Designed for a diverse audience ranging from aspiring developers to seasoned software engineers, this book presents a structured approach to mastering file handling, blending theoretical foundations with pragmatic insights. Starting with an introduction to essential jаvascript concepts, the book lays down the fundamentals required for effective file manipulation, highlighting the vital role jаvascript plays in both client-side and server-side environments. Each chapter of the book builds on a coherent and progressively complex framework. Readers are first guided through the establishment of a robust development environment, complete with Node.js and necessary tools. Subsequent chapters delve into the Node.js file system module, crucial for managing files efficiently. Detailed discussions cover synchronous and asynchronous programming patterns, ensuring readers are equipped with the knowledge to handle varied performance needs. The book also addresses file system navigation, cross-platform compatibility, monitoring file changes, and event handling, providing a clear pathway through the complexities of file management.

Название: jаvascript Debugging for Beginners: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 292
Язык: английский
Формат: pdf, epub (true)
Размер: 10.27 MB

jаvascript Debugging for Beginners: A Practical Guide with Examples is an essential resource for novice and intermediate developers aiming to refine their debugging skills. This comprehensive guide meticulously breaks down the process of debugging jаvascript code, demystifying complex concepts and presenting them in a clear, accessible manner. Through a series of well-structured chapters, readers will uncover foundational knowledge about the jаvascript runtime environment and explore the various types of errors that commonly occur. Each chapter delves deeper into specialized topics, providing insights into error handling, utilization of debugging tools, and managing asynchronous jаvascript code. In addition to covering traditional debugging approaches, the book emphasizes the importance of thorough testing and performance optimization to build robust, efficient applications. Readers will learn to effectively diagnose and resolve issues related to memory management and performance bottlenecks, ensuring smooth, error-resistant software executions.

Название: jаvascript Fundamentals Made Easy: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 125
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

jаvascript has emerged as an integral aspect of modern web development, and mastering this language is crucial for developers aspiring to create dynamic and interactive web applications. "jаvascript Fundamentals Made Easy: A Practical Guide with Examples" serves as a definitive introduction to jаvascript, meticulously designed to cater to beginners and experienced programmers transitioning from other languages. This book presents a structured approach, offering readers a comprehensive understanding of core jаvascript concepts through clear explanations and practical examples. The contents of this book are thoughtfully organized to build foundational knowledge progressively. Starting with an exploration of jаvascript's background and significance, the book guides learners through setting up a conducive development environment. Readers will gain hands-on experience with the language's syntax and basic functionalities, enabling them to write and execute simple scripts confidently. Successive chapters delve into variables, data types, operators, and control structures, laying the groundwork for effective programming. The book further explores functions, scope, objects, arrays, and asynchronous execution, all integral to developing sophisticated web-based solutions.