AI-Powered Business Intelligence
Author: Tobias Zwingmann
Publisher finelybook 出版社: O’Reilly Media; 1st edition (July 19, 2022)
Language 语言: English
Print Length 页数: 389 pages
ISBN-10: 1098111478
ISBN-13: 9781098111472
Book Description
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Use business intelligence and AI to power corporate growth, increase efficiency, and improve business decision-making. With this practical book with hands-on examples in Power BI, 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, document, and image files.
Leverage AI to drive business impact in BI environments
Use AutoML for automated classification and improved forecasting
Implement recommendation services to support decision-making
Draw insights from text data at scale with natural language processing
Extract information from documents and images with computer vision
Build interactive user interfaces for AI-powered dashboards
Implement an end-to-end case study for building an AI-powered customer analytics dashboard
Author Tobias Zwingmann helps BI professionals, business analysts and data analysts understand high-impact areas of artificial intelligence. You’ll learn how to leverage popular AI-as-a- service and AutoML platforms to ship enterprise-grade proofs of concept without the help of software engineers or data scientists.
