Big Data Analysis Practice Projects

It is a assemble to include all Practice Projects completed in Big Data Course. All description can check in each part folder.

Source

• Hadoop
  • Common Friends
  • Top-10 Comman Friends pairs
  • Yelp Dateset Top 10 rating businesses information
  • Yelp Dataset Palo Alto businesses Rating
• Spark
  • Common Friends
  • Top-10 Comman Friends pairs
  • Yelp Dateset Top 10 rating businesses information
  • Yelp Dataset Palo Alto businesses Rating
• Spark Stream
  • Movie Clustering (spark-mlib, KMEANS)
  • Use Collaborative filtering find the accuracy(MSE) of ALS model accuracy
  • App Data correction and App Prediction (KMM)
  • Twitter Sentiment Analyzer (Spark Streaming and Kafka)