A Big Data Analytics VM for doing Data Science. It provides a huge kickstart to those working with the Big Data Analytics side of Data Science. Essentially, this project automates the creation of the Big Data Scientist's toolbox on a virtual machine (VM). In a few minutes one can begin working with a fully configured data science lab instead of performing the complex installations and configuration required for a functioning development environment. The Data Scientist's VM includes R, Git, Python, Cloudera, Hadoop, YARN, MRv2, Mahout, MongoDB, Spark, Neo4j, etc. pre-installed. The Data Scientist's Toolbox VM is automatically built for you on a single CentOS VM using the Vagrant DevOps tool with Chef and shell-scripts for VMware Fusion.