Deep learning with airlines and weather data

In this recipe, we'll see how to run deep learning models on an airlines dataset.

Getting ready

To step through this recipe, you will need a running Spark Cluster in any one of the following modes: Local, standalone, YARN, Mesos. Include the Spark MLlib package in the build.sbt file so that it downloads the related libraries and the API can be used. Install Hadoop (optionally), Scala, and Java. Also, install Sparkling Water as discussed in the preceding recipe.

How to do it…

  1. Please download the dataset from The sample records (with a few columns) in the dataset look like the following:
  2. Here is the code for loading the airline data ...

Get Apache Spark for Data Science Cookbook now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.