Time Series Modeling

Time Series Modeling

Key concepts around using DataRobot Time Series.

About this Mission

On this mission, you will learn the key concepts that provide the foundation for building time series models with DataRobot. After gaining that foundation, you will generate sales forecasts using DataRobot Automated Time Series. You will also build a model for forecasting the number of train passengers for a specified evaluation period. You will use DataRobot’s Time Series evaluation tools to understand and optimize your forecasts.

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

Who should complete this mission?

Business Analysts, Citizen Data Scientists, and Data Scientists who have completed a Starter Quest, AutoML I, or DataRobot for Data Scientists.

Technical requirements

  • Chrome browser
  • DataRobot Automated Time Series — (this mission assumes you currently have access to this product).

Action Items3 hr

  • DataRobot Time Series 00:30
  • Activity: Simple Sales Forecasting 01:30
  • Activity: Selecting Your Evaluation Period 01:00
  • What's Next...
  • Give Us Your Feedback!
  • Resources
  • Community Discussions on Time Series
  • Simple Sales Forecasting Datasets
  • Selecting Your Evaluation Period Datasets

About this Mission

On this mission, you will learn the key concepts that provide the foundation for building time series models with DataRobot. After gaining that foundation, you will generate sales forecasts using DataRobot Automated Time Series. You will also build a model for forecasting the number of train passengers for a specified evaluation period. You will use DataRobot’s Time Series evaluation tools to understand and optimize your forecasts.

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

Who should complete this mission?

Business Analysts, Citizen Data Scientists, and Data Scientists who have completed a Starter Quest, AutoML I, or DataRobot for Data Scientists.

Technical requirements

  • Chrome browser
  • DataRobot Automated Time Series — (this mission assumes you currently have access to this product).

Action Items3 hr

  • DataRobot Time Series 00:30
  • Activity: Simple Sales Forecasting 01:30
  • Activity: Selecting Your Evaluation Period 01:00
  • What's Next...
  • Give Us Your Feedback!
  • Resources
  • Community Discussions on Time Series
  • Simple Sales Forecasting Datasets
  • Selecting Your Evaluation Period Datasets