AI & Khoa học dữ liệu

English | 2026 | ISBN: 3110795094 | 322 pages | True PDF, EPUB | 28.41 MB "Intelligence" is an omnipresent phenomenon in the biosphere. In the technosphere, artificially intelligent signal processing and sensor data fusion provide cognitive sensors that enhance the perceptive mind of humans who alone perceive consciously. This book thus opens up AI-enabled sensing, which comprises not only machine or deep learning, but exploits a whole world of algorithms for comprehensively sensing in real applications.

English | 2026 | ISBN: 1032725915 | 762 pages | True EPUB | 34 MB Mathematics is the foundation of machine learning algorithms. To understand the shortcomings of existing algorithms and develop more effective methods, it is essential to understand the mathematical concepts underlying these algorithms and their operational principles. This book serves as an introductory resource, outlining the preliminary concepts and offering insights into the mathematical foundations and operational mechanisms of machine learning algorithms. It describes the basic equations and interrelates the questions arising during practical applications of machine learning with the basic mathematical picture of the algorithms used. Features • Introduces machine...

English | 2026 | ISBN: 9798868823633 | 257 pages | true (PDF, EPUB) | 8 MB Master the art of building feature-rich Model Context Protocol (MCP) servers in TypeScript, by designing decoupled, scalable, and future-proof AI systems that are not locked into a single model vendor. In the world of AI development mired in a chaotic mess of proprietary, incompatible APIs, the Model Context Protocol is the open standard that will become the universal language for AI tools. This book will be your invaluable companion for understanding this solution. The book takes you on a full, hands-on journey through MCP, looking at it not just as a technical specification but also as a way to help AI-native transformation. It first finds the "why”, the...

English | 2024 | ISBN: 1780176732 | 252 pages | True EPUB | 14.62 MB Unlock the potential of AI in your organization with this updated, must-read guide, and discover how to leverage AI to drive innovation, improve efficiency, and gain a competitive edge. This comprehensive guide dives into the latest AI ethics legislation, explore advanced robotics and machine learning, and discover how AI enhances human capabilities. Gain powerful insights into today’s AI applications and learn how emerging trends could reshape industries while addressing critical ethical challenges. Perfect for beginners and strategists alike, this book is your launchpad to crafting a forward-thinking AI strategy that meets modern standards and keeps your...

Welcome to Papercut Ltd’s “For Beginners” series, your first and only choice if you are a new adopter and want to learn everything you’ll need to get started with your new device. This independent manual is crammed with helpful guides and step-by-step fully illustrated tutorials, written in plain, easy to follow English. Over the pages of this new user guide you will clearly learn all you need to know about out of the box set up, getting to grips with the more advanced features and discover a huge array of amazing apps. With this unofficial instruction manual at your side no problem will be unsolvable, no question unanswered as you learn, explore and enhance your user experience. Let the fun begin... Contents: 12 | AI Writing Tools...

Discover the easiest way to leverage artificial intelligence with these 750+ ready-to-use ChatGPT prompts for common uses such as increasing work productivity, creative writing, fun and entertainment, and more. In this indispensable guide, Igor Pogany, Head of Education and partner of AI Advantage, empowers both newcomers and seasoned experts alike to "speak ChatGPT" with fluency and confidence. Now, interacting with ChatGPT is easier than ever with more than 750 expert-tested prompts for a myriad of practical use-cases. 100+ "cheat sheets" list specific prompts for achieving a given task, along with a prompting formula to help you tailor the prompt to your specific needs. Get equipped with ready-to-use solutions for your everyday...

English | 2026 | ISBN: 3032093066 | 232 pages | True PDF | 16.07 MB This open access book demonstrates how human biases affect the process of visual data analysis, a subject which has typically been left to researchers in cognitive and perceptual psychology and the social sciences. Human biases affect the way that people interpret and experience the world and how they operate within it and make decisions. These can include cognitive biases such as confirmation or anchoring bias, perceptual biases including visual or auditory illusions, and implicit biases such as racial or gender bias that are often borne of harmful cultural norms and stereotypes. In the context of visual data analysis, this book explores (1) what these biases are...

English | 2025 | ISBN: 8214000009 | 911 pages | True PDF | 31.96 MB Peck and Olsen’s INTRODUCTION TO STATISTICS AND DATA ANALYSIS, 7th Edition helps you develop the ability to think statistically through its focus on conceptual understanding, use of real data and interpretation and communication of statistical information. G raphical displays of complex data sets are now common both online and in print media, and it is important to be able to interpret these types of displays. The 7th edition contains a new section on graphical displays of multivariable data, with a focus on extracting information and learning from them. WebAssign for Statistics accompanies this text. Designed by educators, WebAssign helps you learn not just do...

English | 2025 | ASIN: B0F2SG98Q9 | 878 Pages | True PDF | 65 MB The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place. With an approachable yet deeply informative style, author Aurélien Géron delivers the ultimate introductory guide to machine learning and deep learning. Drawing on the Hugging Face ecosystem, with a focus on clear explanations and real-world examples, the book takes you through cutting-edge tools like Scikit-Learn and PyTorch—from...

English | 2026 | ISBN: 9798868820830 | 158 Pages | EPUB | 4.64 MB Explore the convergence of deep learning and GPU technology. This book is a complete guide for those wishing to use GPUs to accelerate AI workflows. The book is meant to make complex concepts understandable, with step-by-step instructions on how to set up and use GPUs in deep learning applications. Starting with an introduction to the fundamentals, you'll dive into progressive topics like Convolutional Neural Networks (CNNs) and sequence models, exploring how GPU optimization boosts performance. Further, you will learn the power of generative models, and take your skills by deploying AI models on edge devices. Finally, you will master the art of scaling and distributed...

English | 2025 | ISBN: 1394379609 | 354 pages | True PDF EPUB | 8.86 MB An easy-to-follow guide to demystifying Agentic AI, the next step in the evolution of artificial intelligence Agentic AI is the next big leap in artificial intelligence. Agentic systems don't just respond to commands. They set goals, make decisions, and take initiative without direct human interaction. Sound like a lot to wrap your head around? FortunatelyAgentic AI For Dummies is here to help you gain understanding of this advancing technology. Written by the author ofChatGPT For Dummies and Generative AI For Dummies, this easy-to-understand tech guide helps you take your first steps into Agentic AI. Get insight into the technologies driving Agentic AI, a road...

English | February 3rd, 2026 | ISBN: 1394378556 | 322 pages | True PDF | 17.08 MB A handbook for professionals implementing or upgrading chatbots In AI Chatbots For Dummies, chatbot expert Kelly Mirabella and veteran tech educator Eric Butow deliver a from-scratch guide to deploying AI-powered chatbots that keep your business' customers happy. The book offers step-by-step instructions to building your bot and putting it into use — even if you don't know how to code. You'll learn how to reduce your workload, improve your company's efficiency, increase customer satisfaction, and accomplish a ton of other useful business goals, like creating automated marketing campaigns and new sales strategies. The authors walk you through exactly how...