Building Big Data Pipelines with SparkR & PowerBI & MongoDB
Start creating a big data analytics solution using big data technologies for R.
R Installation
Apache Spark Installation
Java Installation
Testing Spark
MongoDB Installation
NoSQL Booster Installation
SparkR Installation
Configurations on SparkR
Dataset Extraction
Dataset Transformation and Cleaning 1
Dataset Transformation and Cleaning 2
Data Loading in MongoDB
Data Pre-Processing and Preparation
Building the Machine Learning Model
Prediction Output
PowerBI Desktop Installation
Mongo ODBC Drivers Installation
System DSN Creation for MongoDB
Data Source Loading into PowerBI
Creation of Earthquake Prediction Map
Doughnut Charts
Area Charts
Stacked Bar Charts
SparkR script
€10,00
Regular price
How to create big data processing pipelines using R and MongoDB.
Machine learning with geospatial data using the SparkR and the MLlib library.
Data analysis using SparkR, R and PowerBI.
How to manipulate, clean and transform data using Spark dataframes.
How to create Geo Maps in PowerBI Desktop.
How to create dashboards in PowerBI Desktop.
R Developers at any level
Undergraduate students
Machine Learning engineers at any level
GIS Developers at any level
Master students and PhD candidates
Researchers and Academics
Professionals and Companies