{"product_id":"generative-ai-for-data-analytics-artur-guja-9781633437210","title":"Generative AI for Data Analytics","description":"\u003cb\u003eCombine the best of human data analysis with the power of AI and ChatGPT.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eGenerative AI for Data Analytics\u003c\/i\u003e teaches you how to accelerate essential data analytics tasks using ChatGPT. You'll learn how to: \u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eWrite great prompts for ChatGPT\u003c\/li\u003e \u003cli\u003ePerform end-to-end descriptive analytics\u003c\/li\u003e \u003cli\u003eSet up an AI-friendly data analytics environment\u003c\/li\u003e \u003cli\u003eEvaluate the quality of your data\u003c\/li\u003e \u003cli\u003eDeveloping a strategic analysis plan\u003c\/li\u003e \u003cli\u003eGenerate code to analyze non-text data\u003c\/li\u003e \u003cli\u003eExplore text data directly with ChatGPT\u003c\/li\u003e \u003cli\u003ePrepare reliable reports\u003c\/li\u003e \u003c\/ul\u003e \u003cbr\u003e\u003ci\u003eGenerative AI for Data Analytics\u003c\/i\u003e shows you how to improve the efficiency and outcomes of your data analytics by using ChatGPT. There's no AI hype here. Instead, you'll find reliable and practical advice that works on the job. Learn how to improve your coding efficiency, generate new analytical approaches, and fine-tune your pipelines--all while developing an intuition about the risks and errors that still come with these tools. In the end, you'll be able to do more work, do it faster, and get better results. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Generative Pre-trained Transformer (GPT) AI models like ChatGPT can turbocharge your analytical workflow by generating insights in minutes that might otherwise take hours or days of work and research. A data analyst can use ChatGPT for a huge variety of tasks, including planning and designing analyses, generating code-based solutions, and selecting statistical tools. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003ci\u003eGenerative AI for Data Analytics\u003c\/i\u003e is a guide to enhancing and accelerating data analytics using ChatGPT. This book walks you through the full analytics pipeline, demonstrating the discipline's core tools and methods with an easy-to-understand e-commerce example. For each step in the process, you'll discover how ChatGPT can implement data techniques from simple plain-English prompts. \u003cp\u003e\u003c\/p\u003eWritten by a pair of world-class data scientists and an experienced risk manager, the book concentrates on the practical analytics tasks you'll do every day. Each topic is illustrated with transcripts of authentic ChatGPT conversations, showing best practice prompt engineering in action. You'll rapidly realize ChatGPT's potential and learn how and when to apply it appropriately. The book provides vital guidance on the model's risks and mistakes so you can make the most of its capabilities without being blindsided by its shortcomings. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Whether you're a data expert seeking efficiency gains, an analyst looking to extend your spreadsheets with serious data tools, or a complete beginner making a ChatGPT-empowered career jump, this book is for you. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eArtur Guja\u003c\/b\u003e is a risk manager, computer scientist, systems developer, and financial markets professional with over 20 years of experience in the banking sector, delivering safe and practical solutions across IT, risk management, and financial product trading. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eDr. Marlena Siwiak\u003c\/b\u003e is an experienced data scientist and bioinformatician with a comprehensive scientific background who gained experience in developing business data applications. An individual who knows how to use both numbers and words. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eDr. Marian Siwiak\u003c\/b\u003e is a data scientist and strategist with a track record of using data knowledge and managerial experience to successfully deliver multimillion IT, scientific and technical projects covering various areas, from life sciences to robotics.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Artur Guja, Marlena Siwiak, Marian Siwiak\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1633437213\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781633437210\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/07\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 175\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.46lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.38w x 0.44d","brand":"Artur Guja","offers":[{"title":"Paperback","offer_id":45478486212863,"sku":"9781633437210","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_08a105c0-ea36-4ed0-b4d1-0b02a72522d0.jpg?v=1715935230","url":"https:\/\/www.whiterainbookhouse.com\/products\/generative-ai-for-data-analytics-artur-guja-9781633437210","provider":"WR Book House","version":"1.0","type":"link"}