Course Outline

Introduction

Overview of DataRobot Features and Architecture

Setting up a DataRobot Account

Preparing and Loading Data

Analyzing Datasets

Modeling with DataRobot

Beginning the Modeling Process

Streamlining Model Development With DataRobot

Evaluating Results of Automated Modeling

Interpreting Models and Text Features

Generating Model Documentation

Making Predictions from Datasets

Deploying Models Built in DataRobot

Monitoring and Managing Deployed Models

Integrating DataRobot in Production

Managing DataRobot Projects

Summary and Conclusion

Requirements

  • Experience with data analytics
  • Familiarity with machine learning

Audience

  • Data scientists
  • Data analysts
 7 Hours

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