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Updated in [July 25th, 2023]
This course provides an introduction to Building Big Data Pipelines with SparkR, PowerBI and MongoDB. Participants will learn how to create big data processing pipelines using R and MongoDB, as well as machine learning with geospatial data using the SparkR and MLlib library. Additionally, participants will learn data analysis using SparkR, R and PowerBI, as well as how to manipulate, clean and transform data using Spark dataframes. Furthermore, participants will learn how to create Geo Maps in PowerBI Desktop and create dashboards in PowerBI Desktop.
Course Syllabus
Introduction
Setup and Installations
Building the Big Data ETL Pipeline with SparkR
Big Data Machine Learning with SparkR and MLlib
Data Visualization with Power BI
Project Source Code