Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University

《大数据挖掘技术》@复旦 课程项目，试图从搜狗实验室用户查询日志数据（2008）中找出搜索记录中有较高支持度关键词的频繁二项集。在实现层面上，我搭建了一个由五台服务器组成的微型 Hadoop 集群，并且用 Python 实现了 Parallel FP-Growth 算法中的三个 MapReduce 过程。

KMeans, Cure and Canpoy algorithms are demonstrated using Pyspark.

基于Item-based CF和XGBRegressor完成的用户对商品的推荐系统

Using hadoop to utilize data from an automobile tracking platform that tracks the history of important incidents after the initial sale of a new vehicle.

Lambda to start EMR and run a map reduce job

A REST-based service that translates the SQL query into MapReduce and Spark jobs. It runs these jobs and provides the JSON object. SQL to MapReduce and Spark translator.

A repository containing the source codes for the assignments done as a part of the Big Data course (UE18CS322) at PES University.

⚡️공개용 맵리듀스 플랫폼인 Spark를 사용하여 데이터마이닝을 해보자⚡️

Hadoop MapReduce Python

Pulled 10GB ofYelp Business data through the terminal via Kaggle API. The data was then pushed to and AWS S3 Bucket bucket for storage and analyzed on a Elastic MapReduce Cluster on a Jupyter Notebook using PySpark

Market basket analysis of finding frequent itemsets using SON algorithm in Spark

This repository have codes that extracts meaningful information from News headline data-set.

MapReduce is a programming model and an associated implementation for processing and generating large data sets. Users specify a map function that processes a key/value pair to generate a set of intermediate key/value pairs, and a reduce function that merges all intermediate values associated with the same intermediate key. Many real-world tasks…

Performing Map reduce to get the page rank on the WDC data.

Multiprocessing can be an effective way to speed up a time-consuming workflow via parallelization. This article illustrates how multiprocessing can be utilized in a concise way when implementing MapReduce-like workflows.

Mapreduce Presentation

Understand how map reduce works for parsing a text data with parallel processing of sub tasks using multi threading

Apache Hadoop docker image | Running Python MapReduce

These are the various programs which i used for my hadoop projects.