Extending Power BI with Python and R: Perform advanced analysis using the power of analytical languages

Author:   Luca Zavarella ,  Rajat Talwar
Publisher:   Packt Publishing Limited
Edition:   2nd Revised edition
ISBN:  

9781837639533


Pages:   814
Publication Date:   29 March 2024
Format:   Paperback
Availability:   In stock   Availability explained
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Extending Power BI with Python and R: Perform advanced analysis using the power of analytical languages


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Author:   Luca Zavarella ,  Rajat Talwar
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
Edition:   2nd Revised edition
ISBN:  

9781837639533


ISBN 10:   1837639531
Pages:   814
Publication Date:   29 March 2024
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Where and How to Use R and Python Scripts in Power BI Configuring R with Power BI Configuring Python with Power BI Solving Common Issues When Using Python and R in 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 Also Beyond the Available RAM in Power BI Boosting Data Loading Speed in Power BI with Parquet Format Calling External APIs To Enrich Your Data Calculating Columns Using Complex Algorithms: Distances Calculating Columns Using Complex Algorithms: Fuzzy Matching Calculating Columns Using Complex Algorithms: Optimization Problems Adding Statistics Insights: Associations Adding Statistics Insights: Outliers and Missing Values Using Machine Learning Without Premium or Embedded Capacity Using SQL Server External Languages for Advanced Analytics and ML Integration in Power BI Exploratory Data Analysis Using the Grammar of Graphics in Python with plotnine Advanced Visualizations Interactive R Custom Visuals

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Author Information

"Luca Zavarella has a rich background as an Azure Data Scientist Associate and Microsoft MVP, with a Computer Engineering degree from the University of L'Aquila. His decade-plus experience spans the Microsoft Data Platform, starting as a T-SQL developer on SQL Server 2000 and 2005, then mastering the full suite of Microsoft Business Intelligence tools (SSIS, SSAS, SSRS), and advancing into data warehousing. Recently, his focus has shifted to advanced analytics, data science, and AI, contributing to the community as a speaker and blogger, especially on Medium. Currently, he leads the Data & AI division at iCubed, and he also holds an honors degree in classical piano from the ""Alfredo Casella"" Conservatory in L'Aquila."

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