/Bicycle-Sharing-Demand-Forecasting-Using-Spark-Scala

In this project, we are going to build a Bicycle sharing demand prediction service using Apache Spark and Scala. I have created a two spark application one for model generation and another for model demand prediction.

Primary LanguageScala

Bicycle Sharing Demand Prediction Using Apache Spark and Scala

Spark Scala Notebook Hadoop

Overview

Many Bicycle Sharing Program are running around the world. Bicycle Sharing System are a means of renting bicycle Through these systems, user is able to easily rent a bike from a particular position and return back at another position. And these system is automated via a network of joint location throught the city.

So we have a historical Data of these bicycle sharing system. Based on this data we are going to findout the pattern and build the model to forcast bicycle sharing demand.

Note: I have build two spark application one for model generation and another for model demand prediction.

NoteBook Link :