3: Prepare & Build ML Projects

3: Prepare & Build ML Projects

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

  • Introduction 1 min
  • Step 1 - Identify Business Need 11 min
  • Step 2 - Data Management 9 min
  • Step 3 - Feature Selection & Engineering 8 min
  • Quiz

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

  • Introduction 1 min
  • Step 1 - Identify Business Need 11 min
  • Step 2 - Data Management 9 min
  • Step 3 - Feature Selection & Engineering 8 min
  • Quiz

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