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AI for Absolute Beginners: A Clear Guide to Tomorrow

Автор: Limpopo5 от 2024-03-21, 05:17:39
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AI for Absolute Beginners: A Clear Guide to TomorrowНазвание: AI for Absolute Beginners: A Clear Guide to Tomorrow
Автор: Оlivеr Тhеоbаld
Издательство: Scatterplot Press
Серия: AI, Data Science, Python & Statistics for Beginners
Год: 2023
Страниц: 209
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Curious about AI but feeling lost at the same time? Well, look no further! AI for Absolute Beginners is your guide to demystifying complex AI concepts and providing you with a solid foundation to step into and stay ahead in the new AI era. In this accessible and comprehensive book, we start from scratch, assuming no prior knowledge. Each chapter is carefully crafted to guide you through the fundamental concepts and practical applications of AI, including Machine Learning, generative AI, and Deep Learning. With clear and plain English explanations, you'll be surprised at how quickly you can start thinking and speaking fluently in the words and mindset of an AI expert! From self-driving cars to large language models, the ability of Deep Learning to learn from raw data and process large datasets has dramatically broadened the use cases for Artificial Intelligence (AI). However, like all technologies, Deep Learning has its own unique limitations and challenges that we will examine in this chapter. Before we dive in, it’s important to explain the connection between Deep Learning and Machine Learning. Machine Learning, as discussed, involves algorithms and models that improve with experience and exposure to data. As a subfield of Machine Learning, Deep Learning takes the foundational principles of Machine Learning and applies its own techniques to even larger and more complex datasets. This involves the use of artificial neural networks with deep and multiple layers stacked together to form a model.

Advancement of Data Processing Methods for Artificial and Computing Intelligence

Автор: Limpopo5 от 2024-03-21, 02:55:50
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Advancement of Data Processing Methods for Artificial and Computing IntelligenceНазвание: Advancement of Data Processing Methods for Artificial and Computing Intelligence
Автор: Sееmа Rаwаt, V. Аjаnthа Dеvi, Рrаvееn Кumаr
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2024
Страниц: 431
Язык: английский
Формат: pdf (true)
Размер: 36.7 MB

This book emphasizes the applications of advances in data processing methods for Artificial Intelligence in today's fast-changing world, as well as to serve society through research, innovation, and development in this field. This book is applicable to a wide range of data that contribute to data science concerns and can be used to promote research in this high-potential new field. People's perceptions of the world and how they conduct their lives have changed dramatically as a result of technological advancements. The world has been gripped by technology, and the advances that are being made every day are undeniably transforming the planet. In the domains of Big Data, engineering, and Data Science, this cutting-edge technology is ready to support us. Artificial Intelligence (AI) is a current research topic because it can be applied to a wide range of applications and disciplines to solve complicated problems and find optimal solutions. In research, medicine, technology, and the social sciences, the benefits of AI have already been proven. Data Science, also known as pattern analytics and mining, is a technique for extracting useful and relevant information from databases, enabling better decision-making and strategy formulation in a range of fields. As a result of the exponential growth of data in recent years, the combined notions of Big Data and AI have given rise to many study areas, such as scale-up behaviour from classical algorithms.

The Definitive Guide to KQL (Early Release)

Автор: Limpopo5 от 2024-03-20, 18:19:47
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The Definitive Guide to KQL (Early Release)Название: The Definitive Guide to KQL: Using Kusto Query Language for operations, defending, and threat hunting (Early Release)
Автор: Маrk Моrоwсzуnski, Rоd Тrеnt, Маtthеw Zоriсh
Издательство: Microsoft Press/Pearson Education
Год: 2024
Страниц: 496
Язык: английский
Формат: epub
Размер: 58.4 MB

KQL is a powerful query language that helps analyze a large volume of structured, semi structured, and unstructured data. KQL has inbuilt operators and functions that lets a user analyze data to find trends, patterns, anomalies, create forecasting, and machine learning. KQL underpins a variety of Microsoft cloud products - Microsoft Sentinel, Azure Data Explorer, Microsoft 365 Advanced Hunting, Azure Resource Graph, Azure Monitor and more. KQL has similarities with SQL language as well. KQL allows to write data queries and control commands for the database and the database tables. The Kusto Query Language, or KQL, is one of those foundational technologies for IT professionals, security team members, and really anyone who is leveraging the Microsoft Azure platform. If you want to turn data into insights and action, you’ll need to use KQL. What do we mean by that? There is a tremendous amount of data being generated by your Azure resources. Where KQL Is Used? KQL is used everywhere in Azure! More than 150 services—including applications, IaaS workloads, infrastructure, and the Azure platform itself—can send their data to Azure Monitor. And we can query all of it with KQL.

Blockchain and Digital Twin Enabled IoT Networks: Privacy and Security Perspectives

Автор: Limpopo5 от 2024-03-19, 21:27:49
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Blockchain and Digital Twin Enabled IoT Networks: Privacy and Security PerspectivesНазвание: Blockchain and Digital Twin Enabled IoT Networks: Privacy and Security Perspectives
Автор: Rаndhir Кumаr, Рrаbhаt Кumаr, Sоbin С.С.
Издательство: CRC Press
Год: 2025
Страниц: 235
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book reviews research works in recent trends in blockchain, AI, and Digital Twin based IoT data analytics approaches for providing the privacy and security solutions for Fog-enabled IoT networks. Due to the large number of deployments of IoT devices, an IoT is the main source of data and a very high volume of sensing data is generated by IoT systems such as smart cities and smart grid applications. To provide a fast and efficient data analytics solution for Fog-enabled IoT systems is a fundamental research issue. For the deployment of the Fog-enabled-IoT system in different applications such as healthcare systems, smart cities and smart grid systems, security, and privacy of big IoT data and IoT networks are key issues. The current centralized IoT architecture is heavily restricted with various challenges such as single points of failure, data privacy, security, robustness, etc. This book emphasizes and facilitates a greater understanding of various security and privacy approaches using the advances in Digital Twin and Blockchain for data analysis using machine/deep learning, federated learning, edge computing and the countermeasures to overcome these vulnerabilities.

Node.js For Beginner: The Ultimade Guide for Intermediate Developer to Unleash the Power of Server Side JavaScript

Автор: Limpopo5 от 2024-03-19, 20:39:47
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Node.js For Beginner: The Ultimade Guide for Intermediate Developer to Unleash the Power of Server Side JavaScriptНазвание: Node.js For Beginner: The Ultimade Guide for Intermediate Developer to Unleash the Power of Server Side javascript
Автор: Аmit К.
Издательство: Independently published
Год: 2024
Страниц: 123
Язык: английский
Формат: pdf
Размер: 10.1 MB

Unlock the full potential of Node.js and revolutionize your web and server-side development skills with "Mastering Node.js: The Ultimate Guide for Intermediate Developers to Unleash the Power of Server-Side javascript." Node.js has taken the world of web development by storm, thanks to its speed, scalability, and rich ecosystem. In this comprehensive ebook, we take you on a journey from intermediate to advanced Node.js developer, arming you with the knowledge and skills to tackle complex projects and build high-performance applications. Discover the core concepts of Node.js, from asynchronous programming and event-driven architecture to managing dependencies with npm and Yarn. Dive into the world of web applications with Express.js and explore specialized frameworks for creating RESTful APIs, whether it's building a single-page application or a high-traffic service.

Data Science With Rust: A Comprehensive Guide - Data Analysis, Machine Learning, Data Visualization & More

Автор: Limpopo5 от 2024-03-19, 20:02:52
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Data Science With Rust: A Comprehensive Guide - Data Analysis, Machine Learning, Data Visualization & MoreНазвание: Data Science With Rust: A Comprehensive Guide - Data Analysis, Machine Learning, Data Visualization & More
Автор: Науdеn Vаn Dеr Роst, Аlicе Sсhwаrtz
Издательство: Reactive Publishing
Год: 2024
Страниц: 460
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Dive into the world of Data Science with "Data Science with Rust," your comprehensive guide to mastering data analysis and Machine Learning using Rust’s powerful and type-safe code. Whether you're a beginner eager to step into the Data Science arena or a seasoned professional looking to leverage Rust's unparalleled efficiency and safety features, this book is designed for you. Hayden's unique blend of expertise in psychology, SEO, marketing, and technology imbues this guide with insights not found in typical technical manuals. It's not just about coding; it's about understanding data's narrative and extracting meaningful insights with precision and flair. Rust, a language born out of the relentless quest for performance coupled with unparalleled safety, presents a paradigm shift so profound that it redefines our expectations from modern programming languages. "Data Science with Rust" is more than a book; it's a journey into the future of data analysis. With Hayden's charismatic and caring guidance, you'll not only master Rust's syntax and its applications in Data Science but also learn to think like a data scientist, with a high degree of creativity, empathy, and strategic insight.

The No-Code Startup: The complete guide to building apps without code

Автор: Limpopo5 от 2024-03-19, 19:15:06
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The No-Code Startup: The complete guide to building apps without codeНазвание: The No-Code Startup: The complete guide to building apps without code
Автор: Еmmа Rеillу
Издательство: Practical Inspiration Publishing
Год: 2024
Страниц: 254
Язык: английский
Формат: True EPUB (Retail Copy), PDF, Mobi
Размер: 10.1 MB

Have you ever dreamed of developing the next big app like Airbnb or TikTok, but you don’t know your webhooks from your APIs? Do you have a software idea that could solve the world’s biggest problems but coding seems like a dark art? What was once a heavy barrier to most founders - creating a technical product - has now become simple and accessible thanks to the world of No-Code. The No-Code Startup is a play-by-play guide to launching your business by building just about any kind of app with No-Code tools. You’ll learn the basics of storing data, building automations and even implementing AI tools like GPT. By the end you will be able to test your product with real customers before continuing your journey as a true tech startup founder. In the world of technology, ‘no-code’ and ‘low-code’ have become some of the most exciting buzzwords. These terms refer to a new generation of tools that allow anyone, regardless of technical skill, to build digital products. We’re going to delve deeper into what these terms mean, their origins, and the transformative power they wield in the digital world.

Cognitive Computing for Machine Thinking

Автор: Limpopo5 от 2024-03-19, 13:40:34
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Cognitive Computing for Machine ThinkingНазвание: Cognitive Computing for Machine Thinking
Автор: Маkаrаnd R. Vеlаnkаr, Раrikshit N. Маhаllа, Gitаnjаli R. Shindе
Издательство: Springer
Год: 2024
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

This book presents cognitive modeling along with the new paradigm machine thinking to enhance existing AI power and address its current limitations. This book provides overview of natural and Artificial Intelligence (AI) along with the computing models used currently. The need of advancing the current models is presented with suitable examples. The business case studies presented in different domains provide possible use of augmented intelligence with the proposed machine thinking paradigm. Cognitive computing has grabbed the attention of researchers recently. It deals with the human mind and thinking to make appropriate decisions considering human psychology. The current AI models are mainly based on data-driven models and require huge data to train the models. The issues that need to be tackled by AI models include fairness, deviation from intended objectives, ethical principles, sensitive information and security, performance disparity, privacy, and copyrights. Challenge is to align the AI models to perform in the right manner especially to the critical decision-making systems such as legal or medical applications. An augmented intelligent model with embedded cognitive computing and machine thinking paradigm can be a possible approach to tackle the current limitations of AI and advance the research in computing domain. Machine thinking is the new paradigm shift proposed in this book. This book is targeted at academicians, researchers, students, and professionals who belong to disciplines which involve intelligent computing and modeling human thinking. It provides possible multidisciplinary research directions including social psychology, Artificial Intelligence, human–computer interaction (HCI), and cognition for applications in various domains.

C# ADO.NET: Building Secure and Scalable Data Access

Автор: Limpopo5 от 2024-03-18, 22:49:18
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C# ADO.NET: Building Secure and Scalable Data AccessНазвание: C# ADO.NET: Building Secure and Scalable Data Access
Автор: Тhеорhilus Еdеt
Издательство: CompreQuest Books
Серия: Mastering Database Management Series
Год: 2024
Страниц: 275
Язык: английский
Формат: pdf
Размер: 32.5 MB

Discover the key to unlocking powerful data access solutions: Unlock the power of data access in your C# applications with "C# ADO.NET: Building Secure and Scalable Data Access." This comprehensive guide equips you with the knowledge and tools necessary to create robust, secure, and scalable data access solutions using ADO.NET. ADO.NET is a data access technology from the Microsoft.NET Framework that provides communication between relational and non-relational systems through a common set of components. Dive into the world of ADO.NET for secure data access: Are you looking to enhance your understanding of data access in C# applications? Dive into the world of ADO.NET and discover how to leverage its capabilities to build secure and scalable data access solutions. Whether you're a beginner or an experienced developer, this book provides valuable insights and practical examples to help you master the art of data access in C#. Get your copy of "C# ADO.NET: Building Secure and Scalable Data Access" today and take your C# development skills to the next level. Whether you're a seasoned professional or just starting with C#, this book has something for everyone. Don't miss out on this opportunity to become a master of data access in C# applications.

Code Unlocked: The Self-Taught Programmer's Path to Mastering Computer Science

Автор: Limpopo5 от 2024-03-18, 17:37:33
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Code Unlocked: The Self-Taught Programmer's Path to Mastering Computer ScienceНазвание: Code Unlocked: The Self-Taught Programmer's Path to Mastering Computer Science
Автор: Аidеn Махwеll Меrсеr
Издательство: Scholarly Steps Publishing
Год: 2024
Страниц: 117
Язык: английский
Формат: pdf
Размер: 21.5 MB

Do you find yourself adrift in the vast ocean of Computer Science, yearning for a lighthouse to guide your self-taught journey? Have you felt the tremors of imposter syndrome, or the pangs of anxiety over the concepts that may have slipped through the cracks? Picture a world where those veils are lifted, where a structured and definitive path paves the way to not only understanding the core principles but embodying them with confidence. "Code Unlocked" is not just another programming book—it's a voyage. Within these pages lies a complete chart for self-taught programmers who aspire to anchor their knowledge in the robust shores of Computer Science. Here, you'll discover a treasure trove of knowledge: from the courage to vanquish imposter syndrome to the artistry of problem-solving, from the thrill of establishing real-world connections to the discipline of consistent practice. This is a call for self-made coders who yearn for a structured odyssey in tech—a blueprint for turning your career aspirations from dreams into reality. May "Code Unlocked" be your steadfast companion on the odyssey that is Computer Science, steering you to not just envisage your potential but to live it out loud. Your chronicle of transformation begins now—embrace it and reshape the contours of your coding destiny.

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