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Glossary term

What is Feature?

In Apex Flow Academy, "Feature" means: One fact you know before you predict, such as the size of a home. It is taught in Machine Learning With Python: From Zero to a Working Model. Related terms include Model, Label (target), Row and Training (fitting). Every Apex Flow Academy course lists the official sources it checked.

  • 1 course teaches it
  • plain-word definition

The facts

What is Feature?

One fact you know before you predict, such as the size of a home.

Where is Feature taught?

Feature is defined in Machine Learning With Python: From Zero to a Working Model.

Which lessons cover Feature?

These lessons name it in their title or objectives:

  • Machine Learning With Python: From Zero to a Working Model, lesson 1.1: A model is a pattern learned from examples
  • Machine Learning With Python: From Zero to a Working Model, lesson 1.4: Meet your project table
Which terms are related to Feature?

Next to Feature in the course glossaries: Model, Label (target), Row, Training (fitting) and Predicting.

The hard questions, answered straight

Bold questions people really ask. Each answer comes from the course data or a settled Academy fact.

Do I need experience before I learn Feature?

It depends on the course. Each course that teaches it lists its own prerequisites, and all are listed at beginner level:

  • Machine Learning With Python: From Zero to a Working Model: Basic Python: variables, lists, dictionaries, functions, and running a .py file from a terminal.

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