MindOrks
Published in

MindOrks

What Is Feature Engineering for Machine Learning?

What Is Feature Engineering for Machine Learning?
  • Gathering data.
  • Cleaning data.
  • Feature engineering.
  • Defining model.
  • Training, testing the model, and predicting the output.
Flight Date Time Data
Flight Hour Of Day Data
  • Brainstorm features.
  • Create features.
  • Check how the features work with the model.
  • Start again from the first until the features work perfectly.

Some words on feature engineering by the experts

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Amit Shekhar

Amit Shekhar

A mentor helping developers in getting high-paying tech jobs | Open Source Contributor | IIT 2010–14 | Get Mentorship: amitshekhar.me