Facebook_Kaggle_Challenge

A Big Data project

This repository contains two sub-projects and one R-code analysis:

Technologies Used

1. Web service created using Java-JSP-Servlet
2. Database - MongoDB
3. IDE used - Eclipse NEON
4. Server used - Tomcat / Spark
5. AWS
6. R

##1.fbcheckin_ui This is the interface for the user who inserts his location as (x,y) coordinate and sees which location is predicted for him

###Steps to run

1. Download the git repository on your local
2. Import as Maven Web Project
3. Set up Tomcat in the servers http://localhost:8080/fbcheckin/

##2.Hadoop_Projects_0_20 This is the Hadoop 0.20 projects to implement the Supervised Learning on training data

###Steps to run

1. Download the git repository on your local
2. Import as General Project
3. Run the following java classes: You will see series of trained outputs
4. Running Location Generator - It is a map reduce job which parallely create location blocks
5. Running DB insertion job - Map Reduce job to insert into MongoDB schema
6. Running KNN - It is the validation / testing phase

##3.R-code

1. HadoopProjectAnalysis : For analysis of data
2. Running K-means Training Algorithm