Learning Paths

The following quests guide you through learning to use DataRobot to solve business problems.  Each quest contains a set of missions for you to perform. 

Citizen Data Scientist Starter Quest
Citizen Data Scientist Starter Quest
Data Scientist Starter Quest
Data Scientist Starter Quest
Introductory Quest for the Experienced Data Scientist
MLOps Starter Quest
MLOps Starter Quest
This quest will give you the basic knowledge and skills needed to kickstart your deployment using MLOps.
DataRobot Essentials
DataRobot Essentials
Gain the foundational skills for using DataRobot.
$1,000
4 Sessions
AutoMLInstructor-led (Virtual)Foundationapp_access
AutoML Professional Certification
AutoML Professional Certification
First level data science certification.
$100
AutoMLCertification Exam
AutoML for Citizen Data Scientists Starter
AutoML for Citizen Data Scientists Starter
Start building predictive models (Self-paced).
FREE
1 hr 45 min
StarterSelf-pacedAutoML
Ethical AI
Ethical AI
Learn how ethical issues can impact machine learning projects and AI systems.
$500
1 Session
Instructor-led (Virtual)Specialty
Academic Support Program Resources
Academic Support Program Resources
Use these materials to support you using DataRobot in the classroom and for research.
FREE
MLOps I
MLOps I
Deploy, manage, monitor and govern AutoML models.
$500
1 Session
Instructor-led (Virtual)FoundationMLOPsapp_access
MLOps Starter (Self-paced)
MLOps Starter (Self-paced)
Key concepts around deploying models.
FREE
1 hr 20 min
StarterSelf-pacedInstructor-led (Virtual)MLOPs
Fuel Efficiency Lab
Fuel Efficiency Lab
Build a model that can predict the fuel efficiency of cars.
FREE
30 min
AutoMLLabFoundation
DataRobot for Data Scientists
DataRobot for Data Scientists
The quickest way for expert Data Scientists to learn DataRobot.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Foundationapp_access
API I Python
API I Python
Learn advanced techniques and integration with Python.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill Buildingapp_access
DataRobot Time Series Modeling
DataRobot Time Series Modeling
Use modern approaches to time series modeling.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill Buildingapp_access
DataRobot Deeper Dive
DataRobot Deeper Dive
Explore advanced functionality.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill Buildingapp_access
MLOps Starter (Virtual Instructor-Led)
MLOps Starter (Virtual Instructor-Led)
Key concepts around deploying models.
$500
1 Session
StarterInstructor-led (Virtual)MLOPs
API I R
API I R
Learn to apply advanced techniques and integration using R.
$500
2 Sessions
AutoMLSkill Buildingapp_access
AutoML Professional Certification (10X Enrollment)
AutoML Professional Certification (10X Enrollment)
First level data science certification.
FREE
1 hr 15 min
Capstone Project
Capstone Project
Guidelines for a Successful Project
FREE
AutoML for Data Scientists Starter
AutoML for Data Scientists Starter
Start building predictive models (Self-paced).
FREE
1 hr 30 min
StarterSelf-pacedAutoML
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
FREE
50 min
Self-pacedAutoML
Salary Predictions Lab
Salary Predictions Lab
Predict Salaries for Code Writers
FREE
1 hr 30 min
StarterAutoMLLabNew
AutoML I
AutoML I
Build the foundational skills to construct predictive models to help you solve business problems.
$500
3 Sessions
AutoMLProblem FramingModelingFoundationapp_accessNew
COVID Lab
COVID Lab
Classify US counties that are at high risk for developing COVID-19 using binary classification.
FREE
60 min
Skill BuildingLabFoundationNew
Evaluating Your Model
Evaluating Your Model
Use DataRobot tools to evaluate models.
FREE
1 hr 30 min
Medical Fraud Lab
Medical Fraud Lab
Predict fraud using a medical claims dataset
FREE
1 hr
AutoMLSkill BuildingLabNew
Target Leakage
Target Leakage
Find and Eliminate Target Leakage
FREE
1 hr 30 min
Self-pacedAutoMLSkill BuildingFoundationNew