Machine Learning Pipeline: Prepare

Machine Learning Pipeline: Prepare

Learn a repeatable process of six steps to follow for any machine learning workflow. Covered here is the preparation phase of the machine learning workflow.

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About this course

This course introduces learners to the most important aspects of putting together a machine learning project plan. This course presents a repeatable process of six steps that can be followed for any machine learning workflow, and shows how companies are implementing ML to maximize their business results. This course focuses on the first, preparation phase, of the machine learning workflow.

What's covered

  • Project plan workflow: introduction
  • Step 1: Identify business need and plan
  • Step 2: Data management
  • Step 3: Feature selection and engineering
  • Quiz

 

Curriculum29 min

About this course

This course introduces learners to the most important aspects of putting together a machine learning project plan. This course presents a repeatable process of six steps that can be followed for any machine learning workflow, and shows how companies are implementing ML to maximize their business results. This course focuses on the first, preparation phase, of the machine learning workflow.

What's covered

  • Project plan workflow: introduction
  • Step 1: Identify business need and plan
  • Step 2: Data management
  • Step 3: Feature selection and engineering
  • Quiz

 

Curriculum29 min

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