AI-powered business intelligence : improving forecasts and decision making with machine learning / Tobias Zwingmann.

Format:

Book

Author/Creator:

Zwingmann, Tobias, author.

Language:

English

Subjects (All):

Business intelligence--Data processing.

Business intelligence.

Artificial intelligence--Industrial applications.

Artificial intelligence.

Physical Description:

1 online resource (1 volume) : illustrations

Place of Publication:

[Sebastopol, California] : O'Reilly Media, Inc., [2022]

Summary:

Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book with hands-on examples in Power BI, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll learn how to draw insights from unstructured data sources like text, document, images files. Author Tobias Zwingmann helps BI professionals, business analysts, and data analytics understand high-impact areas of artificial intelligence. You'll learn how to leverage popular AI-as-a-service and AutoML platforms to ship enterprise-grade proofs of concept without the help of software engineers or data scientists. Learn how AI can generate business impact in BI environments Use AutoML for automated classification and improved forecasting Implement recommendation services to support decision-making Draw insights from text data at scale with NLP services Extract information from documents and images with computer vision services Build interactive user frontends for AI-powered dashboard prototypes Implement an end-to-end case study for building an AI-powered customer analytics dashboard.

Notes:

OCLC-licensed vendor bibliographic record.

Includes index.

ISBN:

9781098111465

109811146X

OCLC:

1330204100