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.
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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.
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