AutoML for Business Analysts Starter

AutoML for Business Analysts Starter

Start building predictive models (Self-paced).

About this Mission

On this mission, you will learn the basic skills required to use machine learning models to bring value to a business analysis use case. You will first learn how Automated Machine Learning can help you answer key business questions and tackle common business problems. Then you will follow a specific business use case and perform exploratory analysis on a dataset with DataRobot. From there you will build machine learning models and gather insights in support of business decisions you can recommend to your stakeholders.
Course Level: Starter
Duration: 1 hour
Activities: This self-paced course includes presentations, videos, and exercises using the DataRobot application.
Course Outline:
  • Using ML for business analysis
  • Define the problem
  • Exploratory Data Analysis
  • Investigate modeling results
  • Deliver insights
  • Resources to learn more about AI and DataRobot

Course Objectives:

By the end of this course, you will be able to:

  • Describe how machine learning and AI work
  • Identify business problems to be solved with ML
  • Recognize how training datasets for ML are structured
  • Create projects in DataRobot and train models
  • Perform exploratory data analysis in DataRobot
  • Evaluate how well models can predict a business outcome
  • Understand what patterns a model has learned from a dataset
  • Assess impactful information in a dataset and use it for modeling
  • Deliver insights obtained from a model
Intended audience:
  • Business Analysts 
  • Citizen Data Scientists
Requirements: Chrome Browser and DataRobot Application (if you don’t have access to the application, please sign up for our free trial — datarobot.com/trial)
 
 

Action Plan1 hr

  • AutoML for Business Analysts
  • Give Us Your Feedback!
  • Resources
  • Lending Club Dataset
  • Links to Learn More

About this Mission

On this mission, you will learn the basic skills required to use machine learning models to bring value to a business analysis use case. You will first learn how Automated Machine Learning can help you answer key business questions and tackle common business problems. Then you will follow a specific business use case and perform exploratory analysis on a dataset with DataRobot. From there you will build machine learning models and gather insights in support of business decisions you can recommend to your stakeholders.
Course Level: Starter
Duration: 1 hour
Activities: This self-paced course includes presentations, videos, and exercises using the DataRobot application.
Course Outline:
  • Using ML for business analysis
  • Define the problem
  • Exploratory Data Analysis
  • Investigate modeling results
  • Deliver insights
  • Resources to learn more about AI and DataRobot

Course Objectives:

By the end of this course, you will be able to:

  • Describe how machine learning and AI work
  • Identify business problems to be solved with ML
  • Recognize how training datasets for ML are structured
  • Create projects in DataRobot and train models
  • Perform exploratory data analysis in DataRobot
  • Evaluate how well models can predict a business outcome
  • Understand what patterns a model has learned from a dataset
  • Assess impactful information in a dataset and use it for modeling
  • Deliver insights obtained from a model
Intended audience:
  • Business Analysts 
  • Citizen Data Scientists
Requirements: Chrome Browser and DataRobot Application (if you don’t have access to the application, please sign up for our free trial — datarobot.com/trial)
 
 

Action Plan1 hr

  • AutoML for Business Analysts
  • Give Us Your Feedback!
  • Resources
  • Lending Club Dataset
  • Links to Learn More