In this tutorial we're going to be doing a full-stack machine learning project. We're going all the way from data manipulation to feature creation and finally serving predictions.
This article will walk you through how to resolve the java.lang.OutOfMemoryError: PermGen space exception that can occur when you're trying to start Spark.
Graphs are a simple way of representing relationships in data and Apache Spark provides a simple way of creating and manipulating them. This tutorial will walk you through the basics of GraphX in Apache Spark using Scala. You'll analyze flight data from 2008 and run algorithms like PageRank to better understand all the flights that took place!