AutoML for Citizen Data Scientists Starter

AutoML for Citizen Data Scientists Starter

Start building predictive models. (Self-paced)

About this Mission

On this mission, you will learn the basic skills required to build predictive models that bring value to your organization. You will first learn how automated machine learning can help you solve key questions. Then, you'll perform exploratory data analysis using DataRobot to give you instant insights and build your first model to make predictions on new data. You'll gather insights from that predictive model and use DataRobot to support you in documenting and defending the decisions derived from your models. 

Format and duration: self-paced, hands-on, 1.5 hours

Who should complete this mission?

  • Citizen Data Scientists

Technical requirements

  • Chrome browser
  • DataRobot Automated Machine Learning — If you don’t have access to the application, please sign up for our free trial: datarobot.com/trial.

Action Plan1 hr 30 min

  • Understand How AI Solves Business Questions

    Learn what AI and ML are, typical use cases, and the overarching process for guiding an AI project.

  • Define the Problem and What to Predict

    Define and prioritize the business problem that you are trying to solve.

  • Perform Exploratory Data Analysis

    Perform Exploratory Data Analysis (EDA).

  • Build and Work with Predictive Models

    Use DataRobot to get predictions. 

  • Get Predictive Insights

    Learn how DataRobot explains its decisions made by predictive models.

  • Give Us Your Feedback!
  • Next Steps...
  • Resources
  • DataRobot Community Resources
  • Lending Club Dataset from the Exploratory Data Analysis Task

About this Mission

On this mission, you will learn the basic skills required to build predictive models that bring value to your organization. You will first learn how automated machine learning can help you solve key questions. Then, you'll perform exploratory data analysis using DataRobot to give you instant insights and build your first model to make predictions on new data. You'll gather insights from that predictive model and use DataRobot to support you in documenting and defending the decisions derived from your models. 

Format and duration: self-paced, hands-on, 1.5 hours

Who should complete this mission?

  • Citizen Data Scientists

Technical requirements

  • Chrome browser
  • DataRobot Automated Machine Learning — If you don’t have access to the application, please sign up for our free trial: datarobot.com/trial.

Action Plan1 hr 30 min

  • Understand How AI Solves Business Questions

    Learn what AI and ML are, typical use cases, and the overarching process for guiding an AI project.

  • Define the Problem and What to Predict

    Define and prioritize the business problem that you are trying to solve.

  • Perform Exploratory Data Analysis

    Perform Exploratory Data Analysis (EDA).

  • Build and Work with Predictive Models

    Use DataRobot to get predictions. 

  • Get Predictive Insights

    Learn how DataRobot explains its decisions made by predictive models.

  • Give Us Your Feedback!
  • Next Steps...
  • Resources
  • DataRobot Community Resources
  • Lending Club Dataset from the Exploratory Data Analysis Task