Learning paths

Each path provides a structured, hands-on approach to mastering key ValidMind’s features that you can apply in your work.

We are in the process of expanding our training program.

If you have a specific topic in mind, let us know.

End-to-end courses

Develop role-based expertise for your entire organization.

Developer Fundamentals

As a developer who is new to ValidMind, learn how to generate model documentation, add your own tests, edit the content, and then submit your documentation for approval.

Module 1
Initialize the ValidMind Library

  • Install the ValidMind Library
  • Initialize your development environment
  • Register a model
  • Get your code snippet
  • Work with documentation templates

Module 2
Start Documenting & Testing

  • Initialize your datasets
  • Run tabular data tests
  • Utilize test output
  • Document results based on datasets
  • Test your model
  • Run the model evaluation tests

Module 3
Implement Custom Tests

  • Create a confusion matrix plot
  • Add parameters to custom tests
  • Pass parameters to custom tests
  • Log the confusion matrix results
  • Using external test providers
  • Initializing a local test provider

Module 4
Finalize Testing & Documentation

  • Include custom test results in your documentation
  • Viewing and updating the configuration for the entire model documentation template
  • Update the config

Validator Fundamentals

As a validator who is new to ValidMind, learn how to review model documentation, prepare your validation report, track issues, and submit your report for approval.

Module 1
Reviewing & Analyzing Models

  • Access validation reports
  • Preview templates for validation reports
  • How to work with validation reports

Module 2
Reviewing & Analyzing Models

  • Reviewing model documentation
  • Analyzing test results
  • Add findings
  • Link evidence
  • Assessing compliance

Module 3
Issue Resolution & Submission

  • Tracking issue resolution
  • Submitting validation reports for approval

Administrator Fundamentals

As an administrator who is new to ValidMind, learn how to onboard your organization, manage users and roles, and manage permissions for specific roles.

Module 1
Onboarding

  • Setting up an organization
  • Inviting users via email

Module 2
User Management

  • Managing roles, permissions, and groups
  • Mapping users to groups and roles

Module 3
Workflows

  • Configuring workflows
  • Assigning users to workflows

Module 4
Templates & Model Inventory

  • Customize templates
  • Configure model inventory fields

Monitoring Fundamentals
coming soon

As a monitoring user who is new to ValidMind, learn how to generate ongoing monitoring documentation, schedule monitoring runs, and review the results.

Module 1
Ongoing Monitoring of Models

  • How monitoring integrates with model documentation
  • Enable monitoring for a model
  • Preview the monitoring template

Module 2
Monitoring Setup

  • Load the reference and monitoring datasets
  • Load the production model
  • Initialize datasets and a model object
  • Assign predictions to the datasets

Module 3
Scheduling & Execution

  • Run the ongoing monitoring tests
  • Conduct target and feature drift testing
  • Model performance monitoring tests
  • How to schedule quarterly or monthly monitoring runs

Standalone courses

Useful skills for anyone who wants to use ValidMind.

ValidMind Guided Tour
coming soon

As a new user of ValidMind, learn how to navigate the platform’s key features and understand how they work together to support AI governance and compliance with regulations like the EU AI Act.

Module 1
Getting Started with the Model Inventory

  • Understand how the model inventory serves as your central hub for registered models
  • Learn to register new models with appropriate templates
  • Configure custom inventory fields and business units
  • Calculate risk classifications for AI systems

Module 2
Model Documentation and Testing

  • Navigate the documentation templates and structure
  • Explore the library of 250+ out-of-the-box tests
  • Learn to use AI-powered documentation features
  • Understand how to customize workflows for your needs

Module 3
Validation and Collaboration

  • Create and manage validation reports
  • Learn to assess compliance and link evidence
  • Create and track findings with severity and due dates
  • Use collaboration features for developer-validator interaction

Module 4
Monitoring and Governance

  • Set up ongoing monitoring for production models
  • Track model performance and identify data drift
  • Access and interpret governance analytics
  • Generate reports for non-technical stakeholders

ValidMind Content Features
coming soon

As a content author who is new to ValidMind, learn how to use the content features to enhance my documentation, and to enable or disable text generation with GenAI.

Module 1
Using text generation

  • When to use GenAI to draft content
  • How to turn GenAI on and off

Module 2
Enhancing content

  • How to edit content
  • Write optional assessment prompts