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Welcome to DataRobot University
Practical data science education to solve business problems.
Getting Started
What's New
Learning Path
Start guided learning
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Select a course
DataPrep
Problem Framing
Modeling
Skill Building
New
Get Certified
Validate your skills
Certification Exam
Working with Text
Leverage text visualization techniques.
FREE
45 min
Self-paced
Foundation
Lab: Evaluate a Regression Model
Use Case: Salary Prediction
FREE
1 hr 30 min
AutoML
Lab
Foundation
Lab: Combine Data Sources to Make a Prediction
Use Case: Customer Churn
FREE
45 min
AutoML
Skill Building
Lab
Capstone Project
Guidelines for a Successful Project
FREE
Time Series Starter
Key concepts around using DataRobot Time Series.
FREE
1 hr 30 min
Starter
Self-paced
Time Series
Visual AI
FREE
1 hr 30 min
Self-paced
Specialty
Visual AI
Lab: Predict a Regression Target
Use Case: Fuel Efficiency
FREE
1 hr
AutoML
Lab
DataRobot Deeper Dive
Explore advanced functionality.
$500
2 Sessions
AutoML
Instructor-led (Virtual)
Skill Building
app_access
Data Preparation with DataRobot Paxata
Learn the basics.
FREE
45 min
Self-paced
DataPrep
Foundation
Ethical AI
Learn how ethical issues can impact machine learning projects and AI systems.
$500
1 Session
Instructor-led (Virtual)
Foundation
Specialty
Lab: Classify Using Look-Ahead Modeling
Use Case: COVID-19 Risk
FREE
1 hr
Skill Building
Lab
Foundation
Evaluating Your Models
Use DataRobot tools to evaluate models.
FREE
1 hr 30 min
Self-paced
AutoML
Foundation
Lab: Predict a Binary Classification Model
Use Case: Lead Scoring
FREE
1 hr
AutoML
Lab
Foundation
Beyond AutoPilot
Improve Your Models.
FREE
1 hr 25 min
Self-paced
AutoML
Lab
Foundation
Lab: Leverage Geospatial Data
Use Case: California Housing
FREE
1 hr
Lab
Specialty
New
MLOps II
Monitor and govern remote ML models in production.
$500
Instructor-led (Virtual)
Foundation
MLOPs
app_access
New
MLOps I
Deploy, manage, monitor and govern AutoML models.
$500
1 Session
Instructor-led (Virtual)
Foundation
MLOPs
app_access
MLOps Starter (Self-paced)
Key concepts around deploying models.
FREE
1 hr 30 min
Starter
Self-paced
MLOPs
Lab: Mitigate Bias in Models
Use Case: HR Recruitment
FREE
1 hr
AutoML
Lab
Foundation
Lab: Forecast with Time Series
Use Cases: Unemployment, Revenue, and Store Sales Forecasting
FREE
1 hr
Lab
Foundation
New
Time Series
Lab: Fine-Tune a Binary Classification Model
Use Case: Medical Fraud
FREE
1 hr
AutoML
Skill Building
Lab
Foundation
Lab: Predict Churn
Use Case: Telephone Company Customer Churn
FREE
1 hr
AutoML
Lab
Foundation
DataRobot for Data Scientists
The quickest way for expert Data Scientists to learn DataRobot.
$500
2 Sessions
AutoML
Instructor-led (Virtual)
Foundation
app_access
Understanding and Explaining Your Models
Know how your model is making decisions.
FREE
1 hr 30 min
Self-paced
AutoML
Foundation
Lab: Detect Times Series Anomalies
Use Case: Predictive Maintenance
FREE
1 hr
Skill Building
Lab
New
Time Series
API I Python
Learn advanced techniques and integration with Python.
$500
2 Sessions
AutoML
Instructor-led (Virtual)
Skill Building
Foundation
app_access
Target Leakage
Find and Eliminate Target Leakage.
FREE
1 hr 30 min
Self-paced
AutoML
Skill Building
Foundation
DataRobot Time Series Modeling
Use modern approaches to time series modeling.
$500
2 Sessions
AutoML
Instructor-led (Virtual)
Skill Building
app_access
Time Series
Lab: Predict Anomalies
Use Case: Anti Money Laundering
FREE
45 min
Lab
Foundation
Lab: Improve the Accuracy of Anomaly Detection Models
Use Case: Predictive Maintenance
FREE
45 min
Lab
Time Series
API I R
Learn to apply advanced techniques and integration using R.
$500
2 Sessions
AutoML
Instructor-led (Virtual)
Skill Building
app_access
AutoML for Citizen Data Scientists Starter
Start building predictive models (Self-paced).
FREE
1 hr 30 min
Starter
Self-paced
AutoML
Lab: Categorize Text with NLP
Use Case: Consumer Complaints
FREE
45 mins
Lab
Foundation
AutoML for Business Analysts Starter
Start building predictive models (Self-paced).
FREE
1 hr
Starter
Self-paced
AutoML
New
AutoML for Data Scientists Starter
Start building predictive models (Self-paced).
FREE
1 hr 30 min
Starter
Self-paced
AutoML
AutoML I
Build the foundational skills to construct predictive models to help you solve business problems.
$500
3 Sessions
AutoML
Instructor-led (Virtual)
Problem Framing
Modeling
Foundation
app_access
New
MLOps Starter (Virtual Instructor-led)
Key concepts around deploying models.
FREE
1 Session
Starter
Instructor-led (Virtual)
MLOPs
Lab: Classify Using Frequency-Severity Modeling
Use Case: Credit Card Fraud
FREE
1 hr
AutoML
Lab
Foundation
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