Artificial Intelligence with Power BI: Enhance Data Analytics with AI in Power BI
Artificial Intelligence with Power BI" is your comprehensive guide to leveraging the AI capabilities of Microsoft Power BI to enhance data analytics and drive actionable insights. Whether you're a beginner or an experienced Power BI user, this book will empower you to harness the full potential of AI to unlock valuable insights from your data.
The book begins by introducing the fundamentals of artificial intelligence and machine learning, providing readers with a solid understanding of key concepts and terminology. From there, it delves into the AI features available in Power BI, including built-in AI visuals, AI insights, and integration with Azure Machine Learning.
Through hands-on tutorials and real-world examples, you'll learn how to use Power BI's AI capabilities to perform tasks such as data clustering, forecasting, sentiment analysis, and anomaly detection. You'll discover how to use AI visuals to uncover hidden patterns in your data and gain deeper insights into your business metrics.
In addition to exploring the AI features within Power BI, the book covers advanced topics such as custom AI models and integration with Azure services. You'll learn how to build and deploy custom machine learning models using Azure Machine Learning, and how to integrate these models seamlessly into your Power BI reports and dashboards.
"Artificial Intelligence with Power BI" also provides practical guidance on best practices for AI-driven data analysis, including data preparation, feature engineering, and model evaluation. You'll learn how to optimize your AI models for accuracy and performance, ensuring that you're making informed decisions based on reliable insights.
Whether you're a data analyst, business intelligence professional, or decision-maker, "Artificial Intelligence with Power BI" will equip you with the knowledge and skills needed to leverage AI effectively in your data analytics projects. By combining the power of Power BI with the capabilities of artificial intelligence, you'll be able to unlock new opportunities for innovation, efficiency, and growth in your organization.