Citizen Data Scientist Starter Quest

This quest contains missions that provide the foundation skills for solving business problems using DataRobot.  It is a self-paced mission, if you prefer instructor-led training, we recommend that you start with AutoML I. 

Note: The hands-on activities assume that you have access to DataRobot. If you are not yet a DataRobot customer, you can request a free trial of the product here: https://www.datarobot.com/lp/trial/

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
Fuel Efficiency Lab
Fuel Efficiency Lab
Build a model that can predict the fuel efficiency of cars.
FREE
30 min
AutoMLLabFoundation
Evaluating Your Models
Evaluating Your Models
Use DataRobot tools to evaluate models.
FREE
1 hr 30 min
Self-pacedAutoMLFoundationNew
Salary Predictions Lab
Salary Predictions Lab
Predict Salaries for Code Writers
FREE
1 hr 30 min
AutoMLLabNew
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
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
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
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