Book

Extending Power BI with Python and R

This book will help you to work with data ingestion and data transformation extensions, and bypass Power BI's shortcomings in data augmentation and data visualization using Python and R programming. You’ll understand insights and create interactive custom visuals using analytical languages with the help of hands-on examples.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

18h36m

Language

English

About Book

Who Is This Book For?

This book is for business analysts, business intelligence professionals, and data scientists who already use Microsoft Power BI and want to add more value to their analysis using Python and R. Working knowledge of Power BI is required to make the most of this book. Basic knowledge of Python and R will also be helpful.

Book content

chapters 18h36m total length

Where and How to Use R and Python Scripts in Power BI

Configuring R with Power BI

Configuring Python with Power BI

Importing Unhandled Data Objects

Using Regular Expressions in Power BI

Anonymizing and Pseudonymizing Your Data in Power BI

Logging Data From Power BI To External Sources

Loading Large Datasets Beyond the Available RAM in Power BI

Calling External APIs to Enrich Your Data

Calculating Columns Using Complex Algorithms

Adding Statistics Insights: Associations

Adding Statistics Insights: Outliers and Missing Values

Using Machine Learning Without Premium or Embedded Capacity

Exploratory Data Analysis

Advanced Visualizations

Interactive R Custom Visuals

Related Resources

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