Applying Data Science to Improve Business Outcomes

Applying Data Science to Improve Business Outcomes

Define business outcomes to ensure more effective use of machine learning

About this Mission

Completing this mission will give you the business context for using machine learning.  It focuses on the following:

  • Common use cases for automated machine learning
  • Determining the business problem to solve
  • Defining the problem type

Action Plan50 min

  • Understand the Business Context 0 hr 0 min
  • Lab: Use Pathfinder to Explore Common Use Cases 0 hr 30 min
  • Resources
  • Path to AI Worksheet
  • AI Worksheet Example 1: Customer Churn
  • AI Worksheet Example 2: Credit Card Fraud
  • Data Prep Worksheet
  • Problem Framing for Successful AI

About this Mission

Completing this mission will give you the business context for using machine learning.  It focuses on the following:

  • Common use cases for automated machine learning
  • Determining the business problem to solve
  • Defining the problem type

Action Plan50 min

  • Understand the Business Context 0 hr 0 min
  • Lab: Use Pathfinder to Explore Common Use Cases 0 hr 30 min
  • Resources
  • Path to AI Worksheet
  • AI Worksheet Example 1: Customer Churn
  • AI Worksheet Example 2: Credit Card Fraud
  • Data Prep Worksheet
  • Problem Framing for Successful AI