AI-Powered Business Intelligence: Improving Forecasts and Decision Making with Machine Learning

English | 2022 | ISBN: 978-1098111472 | 389 Pages | PDF, EPUB, MOBI | 88 MB

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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.