Название: Cluster Analysis: A Primer Using R
Автор: Lior Rokach
Издательство: World Scientific Publishing
Год: 2025
Страниц: 303
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Cluster analysis is a fundamental data analysis task that aims to group similar data points together, revealing the inherent structure and patterns within complex datasets. This book serves as a comprehensive and accessible guide, taking readers on a captivating journey through the foundational principles of cluster analysis. The heart of the book is dedicated to a thorough examination of the various clustering algorithms, spanning partitioning methods, hierarchical methods, and more advanced techniques, such as mixture density-based clustering, graph clustering, and grid-based clustering. Each method is presented with a clear and concise explanation, accompanied by illustrative examples and hands-on implementations in the R programming language, a popular and powerful tool for data analysis and visualization. In this book, readers will become familiar with the foundational principles of cluster analysis, starting with an overview of Data Science and data mining, followed by a deep dive into the taxonomy of Machine Learning tasks. R is a free software programming language widely utilized by data scientists to develop data mining algorithms. For advanced undergraduate and graduate students, researchers and practitioners in the fields of Machine Learning, statistics, social sciences, data analysis, Data Science, data mining and bioinformatics.

Название: jаvascript Mastery in 100 Days
Автор: Anshul Soni
Издательство: CodeINBlogs
Год: 2024
Страниц: 161
Язык: английский
Формат: epub
Размер: 28.3 MB

jаvascript Mastery in 100 Days is your essential resource for diving into the world of jаvascript, perfect for both beginners and those looking to enhance their skills. Over the next 100 days, you’ll explore a wide range of topics, ensuring a well-rounded understanding of the language. With clear explanations, examples, and exercises, this book is perfect for beginners with little to no programming experience. We’ll start with the essentials, like variables, data types, and functions, before moving on to complex concepts such as asynchronous programming, DOM manipulation, and modern frameworks. You’ll also learn valuable coding best practices, debugging techniques, and how to effectively work with APIs. By the end of this journey, you’ll not only have a solid foundation in JS but also the confidence to build dynamic web applications and tackle real-world challenges. Let’s embark on this coding adventure together—happy coding!

Название: Research Tendencies and Prospect Domains for AI Development and Implementation
Автор: Yuriy P. Kondratenko, Anatolii I. Shevchenko
Издательство: River Publishers
Год: 2024
Страниц: 169
Язык: английский
Формат: pdf (true)
Размер: 14.3 MB

This River Rapid explores Artificial Intelligence (AI) implementation priorities, prospect domains, and new research tendencies and trends for AI development and implementation. Part 1 is devoted to the world’s priorities in AI implementation. Its main components are based on the analysis of the 50 National strategies for AI development, the world’s and NATO’s priorities in AI’s implementation, and methodological aspects for creating the Ukrainian AI conception and strategy, key priority areas for the introduction of AI in Ukraine, the conscience approach to AI systems design, and the discussion on the new generation computer system with embedded AI. Part 2 is devoted to some new tendencies in AI development and implementation. Many scientific results and discussions are directed to some new trends in contemporary AI research: AI systems and tools for shipping and shipbuilding; quantum computing and color optical fuzzy computing in applied AI’s R&D; AI for increasing the efficiency of the decision-making processes; neural networks for solving classification and recognition tasks. This book provides an overview of the recent developments in advanced AI systems including new theoretical findings and successful examples of practical implementation of the AI tools in different areas of human activities.

Название: PowerShell 101: The No-Nonsense Beginner's Guide to PowerShell (Update 2024-03-04)
Автор: Mike F. Robbins
Издательство: Leanpub
Год: 2024-03-04
Страниц: 171
Язык: английский
Формат: pdf (true), epub
Размер: 18.2 MB

Before PowerShell, I spent the first third of my career as an IT Pro pointing and clicking in the GUI and I decided to write this book to save IT Pros from themselves who are reluctant to learn PowerShell. Instead of a book that just covers topics with fictitious scenarios, this book is more of a condensed version targeting the specific topics that I’ve found an IT Pro needs to know initially to be successful with PowerShell in a real world production environment. It’s a collection of what I wish someone would have told me when I started learning PowerShell along with the tips, tricks, and best practices that I've learned while using PowerShell during the past 10 years. Windows PowerShell is an easy-to-use command-line shell and scripting environment for automating administrative tasks of Windows-based systems. This book is for anyone wanting to learn PowerShell. Whether you’re a beginner or an experienced user, this book will help you improve your PowerShell skills. This book focuses on Windows PowerShell version 5.1 running on Windows 11 and Windows Server 2022 in a Microsoft Active Directory domain environment. However, the basic concepts apply to all versions of PowerShell running on any supported platform.

Название: PowerShell: Working with APIs
Автор: Laszlo Bocso
Издательство: Independently published
Год: 2024
Страниц: 348
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Mastering API Interactions with PowerShell: From Basics to Advanced Techniques" is your comprehensive guide to harnessing the power of APIs using PowerShell. In today's interconnected digital landscape, APIs are the backbone of seamless integration between applications, services, and devices. This book is designed to equip you with the knowledge and skills to confidently interact with a wide range of APIs, automate complex workflows, and create powerful integration solutions. In today's interconnected world, APIs (Application Programming Interfaces) are the foundation of seamless integration between software applications, services, and devices. They enable data exchange, automate tasks, and facilitate the building of complex workflows that span multiple systems. From fetching weather updates to managing cloud resources, APIs are the backbone of digital communication. This book is for PowerShell enthusiasts, system administrators, IT professionals, developers, and anyone who wishes to leverage the power of APIs for automation and integration. A basic understanding of PowerShell scripting is recommended, but even if you are new to APIs, this book will guide you from the ground up. Whether you are looking to automate repetitive tasks, integrate with cloud services, or build custom solutions, this book will provide the practical knowledge you need.

Название: Python Programming: Versatile, High-Level Language for Rapid Development and Scientific Computing
Автор: Theophilus Edet
Издательство: CompreQuest Books
Серия: Mastering Programming Languages Series
Год: 2024
Страниц: 726
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Discover Python: Your Versatile Language for Rapid Development. Python Programming: Versatile, High-Level Language for Rapid Development and Scientific Computing is your comprehensive guide to mastering one of the most popular programming languages in the world. Python's versatility and ease of use make it an ideal choice for rapid application development, scientific computing, and data analysis. Whether you’re a beginner learning programming or an experienced developer wanting to enhance your skills, this book provides the tools and knowledge you need to succeed. As a leading language for scientific computing, Python offers extensive libraries and frameworks for data analysis, Machine Learning, and numerical simulations. This book guides you through using popular libraries like SciPy and Matplotlib, enabling you to perform complex calculations and create stunning visualizations effortlessly. Whether you’re conducting research, analyzing datasets, or building Machine Learning models, Python provides the tools necessary to excel in scientific computing.

Название: Master Software Architecture: A Pragmatic Guide
Автор: Maciej ”MJ” Jedrzejewski
Издательство: Leanpub
Год: 2024-10-08
Страниц: 400
Язык: английский
Формат: pdf (true), epub
Размер: 51.4 MB

Tired of architecture books that read like academic papers? This pragmatic guide will show you how to design robust systems that work in the real world. I have learned these lessons the hard way so you don't have to. Everything you need to know about software architecture—from core principles to advanced patterns—explained in plain English and practical examples. This book covers a comprehensive range of topics related to software architecture, but it cannot cover them all. Over the decades, the scope has grown to an unimaginable size. I have gathered all the key elements that have accompanied me over the past few years and described them here, ensuring you have a solid foundation to build on. This book takes a holistic approach to software architecture, so expect discussions on topics like business analysis or documentation of architectural decisions. We will also dive into infrastructure, security, deployments, and application structure. Additionally, I will introduce you to various engineering practices that, while not directly related to architecture, influence it. My goal is to explain each topic clearly for easy understanding.

Название: Jetpack Compose 1.7 Essentials: Developing Android Apps with Jetpack Compose 1.7, Android Studio, and Kotlin
Автор: Neil Smyth
Издательство: Payload Media
Год: 2024
Страниц: 1038
Язык: английский
Формат: epub
Размер: 13.6 MB

Unleash the full potential of Android app development with Jetpack Compose 1.7. This comprehensive guide teaches you to build sleek, modern Android applications using the latest tools, including Android Studio, Material Design 3, and Kotlin. Tailored for developers who want to go from setup to full-scale deployment, this book takes you step-by-step through every phase of app creation-from mastering the essentials of Android Studio to publishing on the Google Play Store. Begin by setting up your development environment and dive into Kotlin essentials, covering data types, functions, coroutines, and more to build a strong programming foundation. Then, explore Jetpack Compose fundamentals and Android project architecture, moving into practical tutorials on crafting custom Composables and layouts like row, column, box, flow, pager, and list components. The book doesn't just stop at layout; it guides you through state management, UI navigation, modifiers, and custom components. Unlock advanced capabilities with biometric authentication, Google Maps integration, and in-app billing for revenue generation. Deepen your skills with graphics, animations, and gesture handling to create interactive and dynamic interfaces. Plus, master data storage with Room databases, view models, and live data. Get ready to take your Android app development skills to the next level with this essential guide to Jetpack Compose 1.7.

Название: Coding For Beginners - 20th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 64.2 MB

Если вы начинающий и хотите изучить все, что вам нужно для начала работы с программированием, то "Программирование для новичков"- это первое и единственное руководство. Данное независимое издание представляет собой пошаговое руководство с подробными объяснениями. Напишите полезные приложения с помощью этого нового руководства, которое написано на понятном английском языке. Узнайте все, что вам нужно знать о создании своего собственного потрясающего приложения. В этом неофициальном руководстве проблемы никогда не будут неразрешимыми, а ответы на вопросы будут даны по мере того, как вы будете изучать и совершенствовать свои навыки программирования.

Название: Серия "Мировой компьютерный бестселлер. Гейм-дизайн" в 12 книгах
Автор(ы): разные
Издательство: Москва
Год: 2020-2024
Страниц: 1000+
Формат: fb2, pdf
Размер: 162 Мб
Язык: русский

Жизнь современного человека плотно связана с видеоиграми. Даже если вы не играете сами, в вашем окружении наверняка найдутся заядлые геймеры, а новости из индустрии игр зачастую не обходят и вас стороной. Это положение дел приводит к вопросам: а что же такое видеоигры и какое место они занимают в жизни человека?
В серии "Мировой компьютерный бестселлер. Гейм-дизайн" представлены книги от ведущих специалистов по игровой разработке.