evanmcclure

End-to-End Machine Learning Pipeline

Outline of the process of for developing a ML project.

• Explore and clean the data.
  • Clean continuous features.
  • Clean categorical features.
• Split the data three ways.
  • Training - 60%

• Validation - 20%

evanmcclure

Keybase proof

I hereby claim:

• I am evanmcclure on github.
• I am emcclure (https://keybase.io/emcclure) on keybase.
• I have a public key ASAzDqknZrrLEUWjrg75ZCtu0Fh8ZXPCRht6iZCWOApnsgo

To claim this, I am signing this object:

evanmcclure

2-Minute Refactorings

This is an outline of the links to my series of expository videos called 2-Minute Refactorings. The content is derived from the second edition of the book Refactoring: Improving The Design of Existing Code by Martin Fowler and the book Refactoring to Patterns by Joshua Kerievsky.

Table of Contents

1. A Catalog of Refactorings
2. A Catalog of Refactorings to Patterns

A Catalog of Refactorings