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

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.

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 enterprisegrade proofs of concept without the help of software engineers or data scientists.

• 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