BPB E Learning

Python Installation

Installing Java (Optional)

Installing Apache Spark

Testing Apache Spark Installation

Installing MongoDB

Installing NoSQL Booster for MongoDB

Integrating PySpark with Jupyter Notebook

Data Extraction

Data Transformation

Loading Data into MongoDB

Data Pre-processing

Building the Predictive Model

Creating the Prediction Dataset

Installing Visual Studio Code

Creating the PySpark ETL Script

Creating the Machine Learning Script

Installing Tableau

Installing MongoDB ODBC Drivers

Creating a System DSN for MongoDB

Loading the Data Sources

Creating a Geo Map

Creating a Bar Chart

Creating a Magnitude Chart

Creating a Table Plot

Creating a Dashboard

Source Code and Notebook