The book teaches how to create AI models and consume them in Power BI reports to gain better insights from data. It covers forecasting, anomaly detection, text analytics, and computer vision, and demonstrates how to apply AI responsibly.

Format: Paperback / softback
Length: 348 pages
Publication date: 29 April 2022
Publisher: Packt Publishing Limited

Key Features

Learn how to gain better insights from your data by applying different AI techniques within Power BI. Save time by creating machine learning models independently and integrating them within your BI reports. Understand how to combine Cognitive Services and Azure Machine Learning together with Power BI.

Book Description

The artificial intelligence (AI) capabilities in Power BI enable organizations to quickly and easily gain more intelligent insights from unstructured and structured data. This book will teach you how to make use of the many AI features available today in Power BI to quickly and easily enrich your data and gain better insights into patterns that can be found in your data. You'll begin by understanding the benefits of AI and how it can be used in Power BI. Next, you'll focus on exploring and preparing your data for building AI projects, and then progress to using prominent AI features already available in Power BI, such as forecasting, anomaly detection, and Q&A. Later chapters will show you how to apply text analytics and computer vision within Power BI reports. This will help you create your own Q&A functionality in Power BI, which allows you to ask FAQs from another knowledge base and then integrate it with PowerApps. Toward the concluding chapters, you'll be able to create and deploy AutoML models trained in Azure ML and consume them in Power Query Editor. After your models have been trained, you'll work through principles such as privacy, fairness, and transparency to use AI responsibly.

Dimension: 93 x 75 (mm)
ISBN-13: 9781801814638