Microsoft Power BI is the ultimate solution for businesses looking to make data-driven decisions and unlock the full potential of their data. Unleashing Your Data with Power BI Machine Learning and OpenAI is designed for data scientists and BI professionals seeking to improve their existing solutions and workloads using AI. The book explains the intricacies of the subject by using a workshop-style data story for data ingestion, data modeling, analytics, and predictive analytics with Power BI machine learning. Along the way, you’ll learn about AI features, AI visuals, R/Python integration, and OpenAI integration. The workshop-style content allows you to practice all your learnings in real-life challenges and gain hands-on experience. Additionally, you’ll gain an understanding of AI/ML, step by step, with replicable examples and references. From enhancing data visualizations to building SaaS Power BI ML models, and integrating Azure OpenAI, this book will help you unlock new capabilities in Power BI.
By the end of this book, you’ll be well-equipped to build ML models in Power BI, plan projects for both BI and ML, understand R/Python visuals with Power BI, and introduce OpenAI to enhance your analytics solutions.

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Spis treści

Unleashing Your Data with Power BI Machine Learning and OpenAI. Embark on a data adventure and turn your raw data into meaningful insights eBook -- spis treści

• 0. Product Information Document
• 1. Requirements, Data Modeling, and Planning
• 2. Preparing and Ingesting Data with Power Query
• 3. Exploring Data using Power BI and Creating a Semantic Model
• 4. Model Data for Machine Learning in Power BI
• 5. Discovering Features Using Analytics and AI Visuals
• 6. Discovering New Features Using R and Python visuals
• 7. Deploying Data Ingestion and Transformation Components to the Power BI Cloud Service
• 8. Building Machine Learning Models with Power BI
• 9. Evaluating Trained and Tested ML Models
• 10. Iterating Power BI ML Models
• 11. Applying Power BI ML Models
• 12. Use Cases for OpenAI
• 13. Using OpenAI and Azure OpenAI in Power BI Dataflows
• 14. Project Review and Looking Forward