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Faustineinsun's Projects

data-map icon data-map

A Node.js web app: playing around with Yelp dataset with machine learning algorithms XGBoost, Random Forest, Deep Learning (H2O), etc.

gunrock icon gunrock

High-Performance Graph Primitives on GPUs

mahouthadoopusecase icon mahouthadoopusecase

Movie Recommendation (1.download and preprocess the dataset; 2.put data onto the hadoop HDFS; 3. run Mahout Collaborative Filtering on Hadoop with MapReduce 4. Get top k movie list for Recommendation)

oryx icon oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

sparkplayground icon sparkplayground

This project contains several spark examples, some of them are classic examples from the Internet, some of them are examples written by myself.

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