{"product_id":"ai-powered-business-intelligence-improving-forecasts-and-decision-making-with-machine-learning-9781098111472","title":"Ai-Powered Business Intelligence: Improving Forecasts and Decision Making with Machine Learning","description":"\u003cp\u003eUse business intelligence to power corporate growth, increase efficiency, and improve corporate decision-making. With this practical book, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll learn how to draw insights from unstructured data sources like text, image, and voice audio files. \u003c\/p\u003e\u003cp\u003e Author Tobias Zwingmann, senior data scientist and cofounder of Germany-based AI startup RAPYD.AI, helps BI, business, and data analysts understand high-impact areas of predictive and prescriptive analytics. You'll learn how to leverage popular AI-as-a-service and AutoML platforms to ship enterprise-grade proof of concepts without the help of software engineers or data scientists. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn how AI can generate business impact in BI environments \u003c\/li\u003e\n\u003cli\u003eUse AutoML for automated classification and improved forecasting \u003c\/li\u003e\n\u003cli\u003eImplement recommendation services to support decision-making \u003c\/li\u003e\n\u003cli\u003eDraw insights from text data at scale with NLP services \u003c\/li\u003e\n\u003cli\u003eExtract information from documents and images with computer vision services \u003c\/li\u003e\n\u003cli\u003eBuild interactive user frontends for AI-powered dashboard prototypes \u003c\/li\u003e\n\u003cli\u003eImplement an end-to-end case study for building an AI-powered customer analytics dashboard \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/19\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098111472\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 389\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.37lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.81d","brand":"Tobias Zwingmann","offers":[{"title":"Default Title","offer_id":42253597999285,"sku":"9781098111472","price":56.09,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_aefa0cea-ac01-4808-bd6f-ba2979453280.jpg?v=1656387840","url":"https:\/\/pastforward.org\/products\/ai-powered-business-intelligence-improving-forecasts-and-decision-making-with-machine-learning-9781098111472","provider":"Past Forward","version":"1.0","type":"link"}