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Название: The Machine Learning Handbook: A Practical Guide To Data-Driven Innovation
Автор: Vanita B
Издательство: Independently published
Год: December 19, 2024
Язык: английский
Формат: pdf
Размер: 25.5 MB

Unlock the transformative power of data with "The Machine Learning Handbook". This comprehensive guide offers a blend of theoretical knowledge and practical applications, empowering you to drive innovation through data-driven techniques. Whether you're a beginner just stepping into the world of Machine Learning or a seasoned professional seeking to enhance your skills, this handbook is your essential companion on the journey to mastering data-driven innovation. Engage in practical exercises and projects that illustrate the implementation of Machine Learning models. Delve into cutting-edge areas like Deep Learning, natural language processing, and reinforcement learning.

Название: Серия "Классика Computer Science" в 45 кн. +4CD
Автор: разные
Издательство: Питер
Год: 2002-2025
Формат: pdf, djvu, CD
Размер: 1.9 Гб
Язык: русский

Серия книг «Классика computer science», предназначенных для базовой подготовки специалистов в области компьютерных наук. Появление серии определилось необходимостью подготовки специалистов в области компьютерных технологий на уровне международных стандартов.
Это книги по основным принципам построения и функционирования компьютерных сетей, по архитектуре операционных систем, технологиям программирования и так далее — не привязанные к конкретным программным продуктам и тем более их версиям. Книги, выходящие в этой серии, выдержали многочисленные переиздания и входят в списки обязательной литературы для обучения в ведущих университетах мира.

Название: Environmental Monitoring Using Artificial Intelligence
Автор: A. Suresh, T. Devi, N. Deepa, Ali Kashif Bashir
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 412
Язык: английский
Формат: pdf (true)
Размер: 30.9 MB

Environmental Monitoring Using Artificial Intelligence is a vital resource for anyone looking to leverage cutting-edge technologies in artificial intelligence and sensor systems to effectively address environmental challenges, offering innovative solutions and insights essential for creating a sustainable future. Environmental Monitoring Using Artificial Intelligence provides a comprehensive exploration of the cutting-edge technologies transforming environmental monitoring. This book bridges the gap between Artificial Intelligence (AI), natural language processing (NLP), and sensor-based systems, highlighting their potential to revolutionize the way we address pressing environmental challenges. Each chapter presents innovative case studies, real-world applications, and the latest research on how these technologies are being utilized to monitor and manage ecosystems, water resources, air quality, and urban sustainability.

Название: Programming with Python for Engineers
Автор: Sinan Kalkan, Onur T. Şehitoğlu, Göktürk Üçoluk
Издательство: Springer
Год: 2024
Страниц: 295
Язык: английский
Формат: pdf (true), epub (true)
Размер: 93.5 MB

This book introduces computing and programming with undergraduate engineering students in mind. It uses Python (Version 3) as the programming language, chosen for its simplicity, readability, wide applicability and large collection of libraries. After introducing engineering-related Python libraries, such as NumPy, Pandas, Matplotlib, Sci-kit, Programming with Python for Engineers shows how Python can be used to implement methods common in a wide spectrum of engineering-related problems drawn from (for example): design, control, decision-making, scheduling and planning. This book is intended to be an accompanying textbook for teaching programming to science and engineering students with no prior programming expertise. This endeavor requires a delicate balance between providing in-depth details on computers and programming in a complete manner and the programming needs of science and engineering disciplines. With the hope of providing a suitable balance, the book uses Python as the programming language, since it is easy to learn and program with.

Название: OpenJS Node.js Application Developer (JSNAD) Certification Guide: A complete practical study guide to become a Node.js certified developer with 100+ sample programs demonstrated
Автор: Loira Venith
Издательство: GitforGits
Год: October 15, 2024
Страниц: 424
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Get certified in Node.js application development and take your career to the next level! The JSNAD certification is your ticket to proving your deep understanding and proficiency in Node.js application development. This fantastic book is perfect for anyone aiming to ace the JSNAD exam. The book is packed with essential Node.js concepts, including asynchronous programming, middleware integration, and advanced routing techniques. You'll learn about testing strategies, deployment methodologies, and performance optimization. This book includes quick reference guides and a glossary of advanced terms, making it easy to revisit key concepts and really cement your understanding. You'll also find lots of practical exercises and knowledge checks throughout the book, which are great for checking your understanding and spotting areas you can improve on. You'll find detailed explanations of complex topics that demystify intricate Node.js functionalities, making them accessible and comprehensible. If you're a seasoned developer looking to formalize your expertise with a certification or a newcomer aiming to establish a strong foundation in Node.js, this book is your ticket to success! It will equip you with the knowledge and confidence you need to soar.

Название: Golang Pro Whisperer: Code Smarter, Build Faster
Автор: Mike Zephalon
Издательство: Independently published
Год: October 22, 2024
Страниц: 866
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Golang Pro Whisperer: Code Smarter, Build Faster is your ultimate guide to mastering the Go programming language, designed for developers who want to build robust, efficient, and scalable software. Whether you're a seasoned coder or just beginning your journey with Go, this book takes you through a comprehensive exploration of the language, highlighting best practices, powerful techniques, and essential tools. Go, also known as Golang, is a statically typed, compiled programming language designed by Google. It was created by Robert Griesemer, Rob Pike, and Ken Thompson and first released in 2009. Go was designed with simplicity, efficiency, and ease of use in mind, and it has gained popularity for being an excellent choice for developing scalable and high-performance software. The language combines the simplicity of Python with the efficiency of C, making it particularly useful for system-level programming and server-side applications. Written with clear explanations and practical examples, Golang Pro Whisperer will equip you with the knowledge to write cleaner, more efficient code, helping you bring your projects to life faster.

Название: Foundations of Deep Learning
Автор: Fengxiang He, Dacheng Tao
Издательство: Springer
Серия: Machine Learning: Foundations, Methodologies, and Applications
Год: 2025
Страниц: 298
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

Deep Learning has significantly reshaped a variety of technologies, such as image processing, natural language processing (NLP), and audio processing. The excellent generalizability of Deep Learning is like a “cloud” to conventional complexity-based learning theory: the over-parameterization of Deep Learning makes almost all existing tools vacuous. This irreconciliation considerably undermines the confidence of deploying Deep Learning to security-critical areas, including autonomous vehicles and medical diagnosis, where small algorithmic mistakes can lead to fatal disasters. This book seeks to explaining the excellent generalizability, including generalization analysis via the size-independent complexity measures, the role of optimization in understanding the generalizability, and the relationship between generalizability and ethical/security issues. We expect readers can have a big picture of the current knowledge in Deep Learning theory, understand how the Deep Learning theory can guide new algorithm designing, and identify future research directions. Readers need knowledge of calculus, linear algebra, probability, statistics, and statistical learning theory.

Название: Про доступность iOS
Автор: Михаил Рубанов
Издательство: Dodo Engineering
Год: 2022
Страниц: 249
Язык: русский
Формат: pdf
Размер: 62.7 MB

Доступность приложения — это адаптация интерфейса для разных групп людей. Если человек хуже видит (или совсем потерял зрение), не слышит, не двигается, но при этом полноценно пользуется приложением, то оно доступно. — Не знаете английский, но хочется посмотреть новый сериал на Netflix? Есть субтитры, а часто и полноценный перевод на русский; — Не можете перехватить телефон одной рукой, чтобы нажать кнопку назад, потому что в другой руке держите ребенка? Можно свайпнуть от края экрана; — Перед сном читаете книжку? Темная тема не будет слепить. Это некая «стандартная» доступность для всех людей. Вроде можно прожить и без этих фич, но с ними удобнее. Если каждый из этих примеров усилить, то он поможет людям с проблемами со здоровьем, для кого эти «фичи» становятся жизненно необходимыми. Книга подойдет всем, кто работает с IT: программистам, дизайнерам, продактам, исследователям.

Название: VBA Programming for your Finance Job: A comprehensive guide to VBA mastery
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: August 31, 2024
Страниц: 641
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Starting your first finance job can be both exciting and overwhelming. The key to standing out in a competitive field is mastering tools that streamline processes and add value to your organization. VBA Programming for Your First Finance Job is your essential guide to harnessing the power of Visual Basic for Applications (VBA) to automate tasks, analyze data, and drive efficiency in your finance role. Designed specifically for finance professionals, this book demystifies VBA programming, providing you with the skills you need to excel from day one. Whether you're dealing with Excel spreadsheets, financial models, or complex data sets, VBA can transform how you work, saving you time and reducing errors. VBA, an event-driven programming language developed by Microsoft, is embedded within most Office applications, notably Excel. VBA brings the robustness of scripting to the powerful data manipulation capabilities of Excel, making it a bridge between raw data and actionable financial insights.

Название: Machine Learning for Beginners: A Step-by-Step Guide with Code Examples: Learn Core ML Concepts, Build Projects, and Implement Algorithms with Python
Автор: Mohamed Ait Hassoun
Издательство: Independently published
Год: 2025
Страниц: 100
Язык: английский
Формат: epub
Размер: 17.9 MB

Unlock the Power of Machine Learning with This Beginner-Friendly Guide! Are you ready to dive into the exciting world of Machine Learning but don’t know where to start? "Machine Learning for Beginners: A Step-by-Step Guide with Code Examples" is your perfect starting point! This book is designed for absolute beginners who are eager to understand and implement Machine Learning algorithms with ease. With clear, easy-to-follow explanations and hands-on code examples in Python, you’ll master the core concepts and techniques of Machine Learning in no time. Machine Learning is one of the most in-demand skills today, and with this book, you'll not only learn the theory behind the algorithms but also gain practical experience by building real projects. Whether you're aspiring to become a data scientist, enhance your current skill set, or simply explore the fascinating world of AI, this book will set you on the right path. Start your Machine Learning journey today – grab your copy and start building smart, predictive models with Python!