BPB E Learning

Python Installation

Installing Third Party Libraries

Installing Apache Spark

Installing Java (Optional)

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

Loading the Data Sources from MongoDB

Creating a Map Plot

Creating a Bar Chart

Creating a Magnitude Plot

Creating a Grid Plot

Installing Visual Studio Code

Creating the PySpark ETL Script

Creating the Machine Learning Script

Creating the Dashboard Server

Sources Code