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.
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
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-pacedMLOPs
Visual AI
Visual AI
FREE
1 hr 30 min
Self-pacedSpecialtyVisual AINew
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_accessTime Series
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
AutoMLLabNew
AutoML I
AutoML I
Build the foundational skills to construct predictive models to help you solve business problems.
$500
3 Sessions
AutoMLInstructor-led (Virtual)Problem 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 Models
Evaluating Your Models
Use DataRobot tools to evaluate models.
FREE
1 hr 30 min
Self-pacedAutoMLFoundationNew
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
HR Bias Lab
HR Bias Lab
Build a model that can predict bias in hiring.
FREE
1 hr
AutoMLLabFoundation
Understanding and Explaining Your Models
Understanding and Explaining Your Models
Know how your model is making decisions.
FREE
1 hr 30 min
Self-pacedAutoMLFoundation
Lead Scoring Lab
Lead Scoring Lab
Binary classification for lead scoring.
FREE
1 hr
AutoMLLabFoundation
Churn I Lab
Churn I Lab
FREE
1 hr
AutoMLLabFoundation
Credit Card Fraud Lab
Credit Card Fraud Lab
FREE
1 hr
AutoMLLabFoundation
Beyond AutoPilot
Beyond AutoPilot
Improve Your Models
FREE
1 hr
Self-pacedAutoMLFoundation
Data Preparation with DataRobot Paxata
Data Preparation with DataRobot Paxata
Learn the basics.
FREE
45 min
Self-pacedDataPrepFoundation
Working with Text
Working with Text
Leverage text visualization techniques
FREE
45 min
Self-pacedFoundation
Categorizing Consumer Complaints Lab
Categorizing Consumer Complaints Lab
FREE
1 hr 30 min
LabFoundation
Time Series Starter
Time Series Starter
Key concepts around using DataRobot Time Series
FREE
4 hrs
StarterSelf-pacedTime Series
Using Geospatial Data Lab
Using Geospatial Data Lab
FREE
30 min
LabSpecialtyNew
Churn II Lab
Churn II Lab
FREE
30 min
AutoMLSkill BuildingLabNew