AI & Khoa học dữ liệu

English | 2026 | ISBN: 1837024537 | 554 pages | True PDF Implement Large Language Models to transform finance with this hands-on guide. Build AI agents, automate trading and banking, enhance risk management, and streamline compliance with real examples. Key Features Implement LLM solutions for trading, investment analysis, and banking operations Build Financial agents to automate financial tasks in risk management and compliance Explore real-world case studies, advanced model techniques, and future AI trends Book Description Large language models are revolutionizing finance from market analysis to compliance automation but applying them in practice can be challenging. LLMs in Finance is a step-by-step guide that demystifies these...

English | 2026 | ISBN: 8743813666 | 188 pages | True PDF | 29.41 MB This book explains the principles, structure, and real-world practice of prompt engineering in a way that anyone working with large language models can understand and apply. Rather than treating prompting as a collection of hacks, it walks the reader through how to think about role, context, task, constraints, and examples so that LLMs produce reliable, domain-appropriate outputs. Starting from the basics of “what is a prompt,” the book then connects prompting to how generative AI models actually work, introduces core and advanced prompting patterns (prompt chaining, dynamic templates, tool-augmented prompting), and shows how to evaluate and refine model responses...

English | 2026 | ISBN: 1633434656 | 454 pages | True PDF | 33.33 MB A digital twin is a software-based replica of a physical system that can be used to operate, monitor, and maintain it remotely. Working together, IoT sensors, 3D visualizations, simulation algorithms, AI models, and even robotics give a digital twin an impressive degree of control. This virtual environment is perfect for testing ideas, exploring "what if" scenarios, and unlocking insights all without making costly changes in reality. Author Greg Biegel has developed numerous industry-scale digital twin platforms from the ground up. In this book, he shares this unique experience with real-world insights about state of the art digital twins you can put into action...

English | ASIN: B0FN37DV9N, ISBN: 9798341622661 | 2025 | True PDF | 506 pages Valliappa Lakshmanan, Hannes Hapke, "Generative AI Design Patterns: Solutions to Common Challenges When Building GenAI Agents and Applications " Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs, such as hallucinations, nondeterministic responses, and knowledge cutoffs. This book codifies research and real-world experience into advice you can incorporate into your...

English | November 11th, 2025 | ISBN: 139432541X | 387 pages | True PDF (Retail Copy) | 4.89 MB A hands-on technical and industry roadmap for aspiring data engineers In Data Engineering for Beginners, big data expert Chisom Nwokwu delivers a beginner-friendly handbook for everyone interested in the fundamentals of data engineering. Whether you're interested in starting a rewarding, new career as a data analyst, data engineer, or data scientist, or seeking to expand your skillset in an existing engineering role, Nwokwu offers the technical and industry knowledge you need to succeed. The book explains • Database fundamentals, including relational and noSQL databases • Data warehouses and data lakes • Data pipelines, including info...

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...

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 | 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...