Tools In Our Toolbox

Section Overview

In this section, we cover at a glance some of the tools that we'll be using throughout this course. We overview:

  • Frameworks: These are the foundation of good data science projects and what we use when consulting with clients and organizations (Download BSPF + CRISP-DM Here)
  • H2O Automated Machine Learning: This is the primary modeling package and function that we implement in this course.
  • LIME: This is the tool we use to explain deep learning, stacked ensembles, and other "unexplainable" models.

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