Learning Paths

These quests guide you through learning to use DataRobot to solve business problems.  Each quest contains a set of missions 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
Business Analyst Starter Quest
Business Analyst Starter Quest
MLOps Starter Quest
MLOps Starter Quest
This quest will give you the basic knowledge and skills needed to kickstart your deployment using MLOps.
Time Series Foundation Quest
Time Series Foundation Quest
This quest will give you the basic knowledge and skills needed to leverage DataRobot in solving Time Series problems.
Foundation
Data Prep Starter Quest
Data Prep Starter Quest
FREE
2 Courses
Working with Text
Working with Text
Leverage text visualization techniques.
FREE
45 min
Self-pacedSpecialty
Citizen Data Scientist Professional Level II Certification
Citizen Data Scientist Professional Level II Certification
Prove your skills applying ai to solve a real-world project.
$200
Certification Exam
Lab: Build a Semi-Supervised Learning Model
Lab: Build a Semi-Supervised Learning Model
Use Cases: Anti-Money Laundering
FREE
1 hr
LabNew
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 BuildingLabFoundation
Capstone Project
Capstone Project
Guidelines for a Successful Project
FREE
Time Series Modeling
Time Series Modeling
Key concepts around using DataRobot Time Series.
FREE
3 hr
Self-pacedFoundationTime Series
Visual AI (self-paced)
Visual AI (self-paced)
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
AutoMLLabFoundation
DataRobot Deeper Dive
DataRobot Deeper Dive
Explore advanced functionality.
$500
2 Sessions
AutoMLInstructor-led (Virtual)Skill Buildingapp_access
Data Prep Starter
Data Prep Starter
Learn the basics of data prep.
FREE
1 hr 30 min
StarterSelf-pacedDataPrepFoundationNew
Ethical AI
Ethical AI
Learn how ethical issues can impact machine learning projects and AI systems.
$500
1 Session
Instructor-led (Virtual)Specialty
Lab: Classify Using Look-Ahead Modeling
Lab: Classify Using Look-Ahead Modeling
Use Case: Virus 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
Self-pacedAutoMLFoundation
Lab: Leverage Geospatial Data
Lab: Leverage Geospatial Data
Use Case: California Housing
FREE
1 hr
LabSpecialty
MLOps II
MLOps II
Monitor and govern remote ML models in production.
1 Session
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)
Learn key concepts around deploying models.
FREE
1 hr
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
LabFoundationTime 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 Time Series Anomalies
Lab: Detect Time Series Anomalies
Use Case: Predictive Maintenance
FREE
1 hr
Skill BuildingLabFoundationNewTime Series
Citizen Data Scientist Professional Level I Certification (Beta)
Citizen Data Scientist Professional Level I Certification (Beta)
Prove your skills in solving problems with AI.
FREE
AutoMLCertification ExamBusiness AnalystData ScientistDeveloperCitizen Data Scientist
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-pacedAutoMLFoundation
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
AutoMLLabFoundation
Lab: Improve the Accuracy of Anomaly Detection Models
Lab: Improve the Accuracy of Anomaly Detection Models
Use Case: Predictive Maintenance
FREE
45 min
LabFoundationTime 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-pacedAutoML
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_access
Lab: Clean Data with DataRobot Data Prep
Lab: Clean Data with DataRobot Data Prep
Use Cases: Medical Fraud, Churn
FREE
1 hr
LabNew
MLOps Starter (Virtual Instructor-led)
MLOps Starter (Virtual Instructor-led)
Key concepts around deploying models.
FREE
1 Session
StarterInstructor-led (Virtual)MLOPs
Lab: Enrich Datasets
Lab: Enrich Datasets
Use Cases: Medical Fraud, Churn
FREE
1 hr
LabFoundationNew
Lab: Classify Using Frequency-Severity Modeling
Lab: Classify Using Frequency-Severity Modeling
Use Case: Credit Card Fraud
FREE
1 hr
AutoMLLabFoundation