Welcome to DataRobot University

Practical data science education to solve business problems.

Learning Path
Learning Path
Start guided learning
Type
Type
Select a course
DataPrepProblem FramingModelingSkill BuildingNew
Get Certified
Get Certified
Validate your skills
Certification Exam
Working with Text
Working with Text
Leverage text visualization techniques.
FREE
45 min
Self-pacedFoundation
Lab: Evaluate a Regression Model
Lab: Evaluate a Regression Model
Use Case: Salary Prediction
FREE
1 hr 30 min
AutoMLLabFoundation
Lab: Combine Data Sources to Make a Prediction
Lab: Combine Data Sources to Make a Prediction
Use Case: Customer Churn
FREE
45 min
AutoMLSkill BuildingLab
Capstone Project
Capstone Project
Guidelines for a Successful Project
FREE
Time Series Starter
Time Series Starter
Key concepts around using DataRobot Time Series.
FREE
1 hr 30 min
StarterSelf-pacedTime Series
Visual AI
Visual AI
FREE
1 hr 30 min
Self-pacedSpecialtyVisual AI
Lab: Predict a Regression Target
Lab: Predict a Regression Target
Use Case: Fuel Efficiency
FREE
1 hr
AutoMLLab
DataRobot Deeper Dive
DataRobot Deeper Dive
Explore advanced functionality.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill Buildingapp_access
Data Preparation with DataRobot Paxata
Data Preparation with DataRobot Paxata
Learn the basics.
FREE
45 min
Self-pacedDataPrepFoundation
Ethical AI
Ethical AI
Learn how ethical issues can impact machine learning projects and AI systems.
$500
1 Session
Instructor-led (Virtual)FoundationSpecialty
Lab: Classify Using Look-Ahead Modeling
Lab: Classify Using Look-Ahead Modeling
Use Case: COVID-19 Risk
FREE
1 hr
Skill BuildingLabFoundation
Evaluating Your Models
Evaluating Your Models
Use DataRobot tools to evaluate models.
FREE
1 hr 30 min
Self-pacedAutoMLFoundation
Lab: Predict a Binary Classification Model
Lab: Predict a Binary Classification Model
Use Case: Lead Scoring
FREE
1 hr
AutoMLLabFoundation
Beyond AutoPilot
Beyond AutoPilot
Improve Your Models.
FREE
1 hr 25 min
Self-pacedAutoMLLabFoundation
Lab: Leverage Geospatial Data
Lab: Leverage Geospatial Data
Use Case: California Housing
FREE
1 hr
LabSpecialtyNew
MLOps II
MLOps II
Monitor and govern remote ML models in production.
$500
Instructor-led (Virtual)FoundationMLOPsapp_accessNew
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 30 min
StarterSelf-pacedMLOPs
Lab: Mitigate Bias in Models
Lab: Mitigate Bias in Models
Use Case: HR Recruitment
FREE
1 hr
AutoMLLabFoundation
Lab: Forecast with Time Series
Lab: Forecast with Time Series
Use Cases: Unemployment, Revenue, and Store Sales Forecasting
FREE
1 hr
LabFoundationNewTime Series
Lab: Fine-Tune a Binary Classification Model
Lab: Fine-Tune a Binary Classification Model
Use Case: Medical Fraud
FREE
1 hr
AutoMLSkill BuildingLabFoundation
Lab: Predict Churn
Lab: Predict Churn
Use Case: Telephone Company Customer Churn
FREE
1 hr
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
Understanding and Explaining Your Models
Understanding and Explaining Your Models
Know how your model is making decisions.
FREE
1 hr 30 min
Self-pacedAutoMLFoundation
Lab: Detect Times Series Anomalies
Lab: Detect Times Series Anomalies
Use Case: Predictive Maintenance
FREE
1 hr
Skill BuildingLabNewTime Series
API I Python
API I Python
Learn advanced techniques and integration with Python.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill BuildingFoundationapp_access
Target Leakage
Target Leakage
Find and Eliminate Target Leakage.
FREE
1 hr 30 min
Self-pacedAutoMLSkill BuildingFoundation
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
Lab: Predict Anomalies
Lab: Predict Anomalies
Use Case: Anti Money Laundering
FREE
45 min
LabFoundation
Lab: Improve the Accuracy of Anomaly Detection Models
Lab: Improve the Accuracy of Anomaly Detection Models
Use Case: Predictive Maintenance
FREE
45 min
LabTime Series
API I R
API I R
Learn to apply advanced techniques and integration using R.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill Buildingapp_access
AutoML for Citizen Data Scientists Starter
AutoML for Citizen Data Scientists Starter
Start building predictive models (Self-paced).
FREE
1 hr 30 min
StarterSelf-pacedAutoML
Lab: Categorize Text with NLP
Lab: Categorize Text with NLP
Use Case: Consumer Complaints
FREE
45 mins
LabFoundation
AutoML for Business Analysts Starter
AutoML for Business Analysts Starter
Start building predictive models (Self-paced).
FREE
1 hr
StarterSelf-pacedAutoMLNew
AutoML for Data Scientists Starter
AutoML for Data Scientists Starter
Start building predictive models (Self-paced).
FREE
1 hr 30 min
StarterSelf-pacedAutoML
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
MLOps Starter (Virtual Instructor-led)
MLOps Starter (Virtual Instructor-led)
Key concepts around deploying models.
FREE
1 Session
StarterInstructor-led (Virtual)MLOPs
Lab: Classify Using Frequency-Severity Modeling
Lab: Classify Using Frequency-Severity Modeling
Use Case: Credit Card Fraud
FREE
1 hr
AutoMLLabFoundation