AI-Powered Business Intelligence

Use 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.

ISBN-13: 978-1098111472
ISBN-10: 1098111478

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About the Author

Tobias Zwingmann is an experienced data scientist with a strong business background.He has more than 15 years of professional experience in a corporate setting, where he has been responsible for building out data science use cases and developing a company-wide data strategy.He is also the managing partner of RAPYD.AI, a German AI consultancy that helps companies to adopt machine learning and artificial intelligence faster while achieving meaningful business impact.

Book Resources

Downloads for Chapter 5 / 6

AI-Powered Descriptive Analytics
Learn how to implement AI  to help you run descriptive analytics easier and faster.

Files source: Microsoft Sales & Marketing sample for Power BI

Downloads for Chapter 7

AI-Powered Predictive Analytics
Use AI-powered predictive analytics for better classification, forecasting, and anomaly detection.


Use Case: Automating Classification Tasks

Use Case: Improving KPI Prediction

Use Case: Automated Anomaly Detection

Downloads for Chapter 8

AI-Powered Prescriptive Analytics
Learn how to prescribe the next best actions to take by using recommendation systems.


Files source: IBM Telco Customer Churn

Use Case: Next Best Action Recommendation

Downloads for Chapter 9

Leveraging Unstructured Data with AI
Explore how AI can help you to read unstructured data such as texts, documents, and images.

Use Case: Getting Insights from Text Data

Use Case: Parsing Documents with AI

Use Case: Counting Objects in Images

Downloads for Chapter 10

Building an AI-Powered Customer Analytics Dashboard
Build an AI-powered customer analytics dashboard with different AI capabilities combined.

Use Case: Building an AI-Powered Customer Analytics Dashboard

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"So much value in AI For BI Rocks! (!)" – Bruce Hart