Spark Machine Learning Example

Spark Machine Learning Application Machine Learning application using classification technique, specifically collaborative filtering method, to predict the movies to recommend to a user based on other users’ ratings on different movies. Our recommendation engine solution will use Alternating Least Squares (ALS) machine learning algorithm. Even though the data sets used in the code example in…

Spark Streaming Example

Spark Streaming Application This example illustrates a web server log analytics use case to show how Spark Streaming can help with running analytics on data streams that are generated in a continuous manner. These log messages are considered time series data, which is defined as a sequence of data points consisting of successive measurements captured…

Spark

Spark gives us a comprehensive, unified framework to manage big data processing requirements with a variety of data sets that are diverse in nature (text data, graph data etc) as well as the source of data (batch v. real-time streaming data). Spark enables applications in Hadoop clusters to run up to 100 times faster in…