Building Big Data Pipelines with R & Sparklyr & Tableau
Start creating a big data analytics solutions using big data technologies for R.
Introduction to course
Apache Spark Installation
Dataset Transformation and Cleaning
Data Writing as CSV
Data Pre-Processing and Preparation
Building the Machine Learning Model
Tableau Desktop Trial Installation
Data Source Import
Earthquake Prediction Map Visualization
Bar Chart Visualization of Earthquake Occurence
Doughnut Chart of Different Earthquake Types
Plot of Maximum and Average Magnitude Values
How to Create Dashboard Analytics
How to create big data processing pipelines using R.
Machine learning with geospatial data using the Sparklyr library.
Data analysis using Sparklyr, R and Tableau.
How to manipulate, clean and transform data using Spark dataframes.
How to create Geo Maps in Tableau Desktop.
How to create dashboards in Tableau Desktop.
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