Название: Machine Learning: A Guide to PyTorch, TensorFlow, and Scikit-Learn: Mastering Machine Learning With Python
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 663
Язык: английский
Формат: pdf
Размер: 46.2 MB

Unlock the full potential of machine learning with "Machine Learning," your essential guide to conquering the cutting-edge tools that are reshaping the landscape of Data Science and Artificial Intelligence (AI). Whether you're a student, a Data Science professional, or simply a tech enthusiast eager to delve into the world of Machine Learning, this book will serve as your roadmap to success. Leverage the power of the three dominant Machine Learning libraries—PyTorch, TensorFlow, and Scikit-Learn. This guide covers everything you need to excel in today’s AI-driven market. Tailored specifically for Pythonistas, this resource capitalizes on the simplicity and elegance of Python to make machine learning more approachable than ever before. Go beyond theory with practical examples that demonstrate how Machine Learning can solve actual problems and enhance the capabilities of your projects or business.

Название: Deep R Programming
Автор: Marek Gagolewski
Издательство: Independently published
Год: 2023-11-30 (v1.0.0.9002)
Страниц: 457
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Deep R Programming is a comprehensive and in-depth introductory course on one of the most popular languages for Data Science. It equips ambitious students, professionals, and researchers with the knowledge and skills to become independent users of this potent environment so that they can tackle any problem related to data wrangling and analytics, numerical computing, statistics, and Machine Learning. R is not just a statistical package. It is a general-purpose, high-level programming language that happens to be very powerful for numerical, data-intense computing activities of any kind. It offers extensive support for statistical, Machine Learning, data analysis, data wrangling, and data visualisation applications, but there is much more. Our aim is to learn the fundamentals of base R, which constitutes the ligua franca for all R users. We want to be able to indite code that everybody should understand; code that will work without modifications ten years from now (no slang!). Some readers will benefit from its being their first introduction to R (yet, without all the pampering). For others, this will be a fine course from intermediate to advanced (do not skip the first chapters, though).

Название: The Transformer Architecture: A Practical Guide to Natural Language Processing
Автор: Tommy Hogan
Издательство: Independently published
Серия: LLMs for Beginners to Experts
Год: 2023
Страниц: 179
Язык: английский
Формат: pdf
Размер: 14.6 MB

Experience the Future of Language Processing with "The Transformer Architecture: A Practical Guide to Natural Language Processing". This book is a comprehensive guide that covers everything you need to know to get started with Transformers, from the basics to advanced topics. The book is packed with practical examples that will help you learn by doing. Natural Language Processing (NLP) is the remarkable field where machines learn to comprehend, decipher, and even generate human language. Think of it as the bridge between how we communicate naturally and how computers analyze data. This bridge opens up a world of possibilities, from chatbots that talk to us like humans to translating languages in real-time and gauging sentiment in text. NLP has come a long way, and this book will be your guide to understanding one of its gamechanging advancements: the Transformer architecture.

Название: Ultimate Agile Administration with Jira: Solutions for Agile Project Administration Using Dashboards, Automation Rules, and Plugin Integration with Jira
Автор: Yogita Chhaya
Издательство: Orange Education Pvt Ltd, AVA
Год: December 2023
Страниц: 404
Язык: английский
Формат: epub (true)
Размер: 10.3 MB

Empowering Administrators and Teams With Ultimate Solutions for Agile Project Success with Jira Software. This book covers the fundamentals of Agile, including Agile values and principles. It also introduces the Scrum and Kanban frameworks, important terms in Jira, and how to create a Jira site. The book covers project templates in Jira and explains the importance of creating the right project. Additionally, it covers all concepts related to Jira Administration and customization with examples. This book covers both types of projects, whether they are managed by administrators or teams. It explores all the concepts related to Agile project management, reporting, and tracking Agile metrics. The content includes backlog management, sprint operations, insights provided by Jira, and harnessing the power of Jira filters. The book highlights the importance of automation in Jira and the concept of using smart values in automation rules. It also provides use cases and step-by-step guides for administrator tasks. Additionally, it covers the Advanced Roadmap, useful for capacity planning and tracking cross-project work in large organizations. Furthermore, it explains the significance of adding plugin applications to expand the functionality of Jira software and how to purchase such software from the Atlassian Marketplace.

Название: Principles of Soft Computing Using Python Programming: Learn How to Deploy Soft Computing Models in Real World Applications
Автор: Gypsy Nandi
Издательство: Wiley-IEEE Press
Год: 2024
Страниц: 348
Язык: английский
Формат: pdf (true), epub
Размер: 17.6 MB

An accessible guide to the revolutionary techniques of Soft Computing. Soft computing is a computing approach designed to replicate the human mind's unique capacity to integrate uncertainty and imprecision into its reasoning. It is uniquely suited to computing operations where rigid analytical models will fail to account for the variety and ambiguity of possible solutions. As Machine Learning and Artificial Intelligence become more and more prominent in the computing landscape, the potential for soft computing techniques to revolutionize computing has never been greater. Principles of Soft Computing Using Python Programming provides readers with the knowledge required to apply soft computing models and techniques to real computational problems. Beginning with a foundational discussion of soft or fuzzy computing and its differences from hard computing, it describes different models for soft computing and their many applications, both demonstrated and theoretical. The result is a set of tools with the potential to produce new solutions to the thorniest computing problems. Principles of Soft Computing Using Python Programmingis ideal for researchers and engineers in a variety of fields looking for new solutions to computing problems, as well as for advanced students in programming or the Computer Siences.

Название: Low-Code Development with Appsmith: Building Internal Tools and Business Applications
Автор: Rahul Sharma, Rajat Arora
Издательство: Apress
Год: 2023
Страниц: 277
Язык: английский
Формат: pdf
Размер: 10.1 MB

This book will show you how to harness the power of Appsmith, an open-source low-code platform with a large set of integration tools and an active community. The book begins with an introduction to Appsmith and its features. As you explore the platform, you will learn about widgets, UI Canvas, and data stores, among other things. Authors Rahul Sharma and Rajat Arora then show you how to build customizations and navigation workflows, as well as how to handle error handling, debugging, and troubleshooting with Appsmith. You will also learn efficient monitoring and authentication for deploying production-ready systems. Low-Code Development with AppSmith provides examples, realistic scenarios, and explanations of the tools you'll need to build successful low-code apps, helping you gain practical skills. Upon completing this book, you will be able to use Appsmith to build low-code solutions that suit your business requirements. For anyone interested in designing technical solutions with minimal programming. This book assumes a basic understanding of object-oriented programming and jаvascript.

Название: A Beginner's Guide to SSD Firmware: Designing, Optimizing, and Maintaining SSD Firmware
Автор: Gopi Kuppan Thirumalai
Издательство: Apress
Год: 2023
Страниц: 210
Язык: английский
Формат: pdf
Размер: 10.2 MB

Explore the concepts and techniques that are essential for designing, optimizing, and maintaining SSD (solid state drive) firmware. This book discusses the role of firmware in the functioning of SSDs and the importance of keeping firmware up to date to ensure optimal performance and security. The book starts with an introduction to SSD firmware and its role in SSDs. You will then learn basic NAND operations and common firmware features, followed by various design considerations and best practices for optimizing and maintaining SSD firmware. Moving ahead, you will learn some of the advanced features that are included in modern SSD firmware, such as wear leveling algorithms, garbage collection algorithms, error prevention and correction methods, and algorithms to reduce write amplification. User data flow and exception handling are discussed next, along with performance and debugging. To wrap things up, you will gain insight into possible future developments and innovations in SSD firmware. For SSDs to work properly and help us with tasks, they rely on both hardware and firmware. The hardware consists of the physical components of the device, such as the processor, memory, and storage. The firmware, meanwhile, is the software that runs on the device and controls the hardware. It is responsible for ensuring that the device performs its designated tasks and functions properly.

Название: Эффективный TypeScript. 62 способа улучшить код
Автор: Дэн Вандеркам
Издательство: Питер
Год: 2021
Страниц: 288
Язык: русский
Формат: pdf
Размер: 10.3 MB

Обычно книги, в названии которых есть слово «эффективный», рассматриваются в качестве второй основной книги по теме. Поэтому «Эффективный TypeScript» окажется максимально полезен тем, кто уже имеет опыт работы с jаvascript и TypeScript. Цель этой книги — не обучать читателей пользоваться инструментами, а помочь им повысить свой профессиональный ровень. Прочитав ее, вы сформируете лучшее представление о работе компонентов TypeScript, сможете избежать многих ловушек и ошибок и развить свои навыки. В то время как справочное руководство покажет пять разных путей применения языка для реализации одной задачи, «эффективная» книга объяснит, какой из этих путей лучше и почему. В течение последних лет TypeScript развивался очень быстро, но я надеюсь, что сейчас он достаточно стабилен и моя книга еще долго будет актуальной. Все основное внимание в ней сконцентрировано на самом языке, а не на различных фреймворках и прочих инструментах. Вы не встретите здесь примеров использования React или Angular, равно как и пояснений возможного конфигурирования TypeScript для работы с webpack, Babel или rollup, зато обнаружите много универсальных советов.

Название: Artificial Intelligence and Machine Learning for Smart Community
Автор: T.V. Ramana, G.S. Pradeep Ghantasala, R. Sathiyaraj, Mudassir Khan
Издательство: CRC Press
Год: 2024
Страниц: 182
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Intelligent systems are technologically advanced machines that perceive and respond to the world around them. Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications presents the evolution, challenges, and limitations of the application of Machine Learning (ML) and Artificial Intelligence (AI) to intelligent systems and smart communities. This book focuses on cutting-edge research in the area of smart applications of AI and ML, ranging from the fundamentals/concepts, novel algorithms, mathematical models, case studies, and so on. The primary objective of this book is to recognize the trends in the field of AI integrated with ML and to dig out various efficient solutions for promoting smart applications for a better society. This book investigates the recent technological advancements and achievements in the said area and aims to discover the recent trends in AI and ML to promote and publish original articles in the relevant field of integration of ML and AI in various aspects of smart applications. It will also provide research directions for AI and ML in terms of offering better solutions for a smart and safe society. This reference text presents the most recent and advanced research on the application of Artificial Intelligence and Machine Learning on intelligent systems. It will discuss important topics such as business intelligence, reinforcement learning, supervised learning, and unsupervised learning in a comprehensive manner.

Название: ASP.NET Core in Action, Third Edition (Final)
Автор: Andrew Lock
Издательство: Manning Publications
Год: 2023
Страниц: 983
Язык: английский
Формат: True/Retail PDF, epub (true)
Размер: 34.8 MB, 34.4 MB

Build professional-grade full-stack web applications using C# and ASP.NET Core. Fully updated to ASP.NET Core 7.0! In ASP.NET Core in Action, Third Edition Microsoft MVP Andrew Lock teaches you how you can use your C# and .NET skills to build amazing cross-platform web applications. This revised bestseller reveals the latest .NET patterns, including minimal APIs and minimal hosting. Even if you've never worked with ASP.NET, you'll start creating productive cross-platform web apps fast. Illustrations and annotated code make learning visual and easy. For beginning to intermediate web developers. Examples are in C#.