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

Learn how to use ​ValidMind as a developer to generate model documentation, automate testing, and track your model’s progress through the model lifecycle.

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Module 1
Using ​ValidMind for Model Development

  • Register a model in the ValidMind Platform
  • Install the ValidMind Library in your environment
  • Connect to your registered model
  • Preview your model’s documentation template

Module 2
Learning to Run Tests

  • Identify relevant tests to run from ​ValidMind’s test vault
  • Initialize datasets & models for use with the ValidMind Library
  • Run and log out-of-the-box tests for new and existing models
  • Insert test results into your model’s documentation

Module 3
Implementing Custom Tests

  • Implement, run, and log custom inline and reusable tests
  • Refresh your template to include inserted test-driven blocks
  • Configure your template to include custom tests

Module 4
Finalizing Model Documentation

  • Refine your model documentation
  • Submit your model documentation for approval
  • Track changes and other updates to your model

Validator Fundamentals

Learn how to use ​ValidMind as a validator to generate validation reports, automate testing, and collaborate with your model development team.

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Module 1
Using ​ValidMind for Model Validation

  • Install the ValidMind Library in your environment
  • Connect to a champion model as a validator
  • Preview the model’s validation report template
  • Review submitted model documentation

Module 2
Running Data Quality Tests

  • Identify relevant tests to run from ​ValidMind’s test vault
  • Initialize datasets for use with the ValidMind Library
  • Run and log out-of-the-box tests on your datasets
  • Insert test results into your model’s validation report

Module 3
Developing Challenger Models

  • Initialize models for use with the ValidMind Library
  • Run and log out-of-the box and custom tests for your models
  • Use the results of tests to log model findings

Module 4
Finalizing Validation Reports

  • Make qualitative edits to your validation report
  • Submit your validation report for approval
  • Track finding resolution and other updates to your model

Administrator Fundamentals

Learn how to use ​ValidMind as an administrator to onboard your organization, customize the ValidMind Platform for your institution’s requirements, and use the platform as your centralized hub for risk management oversight.

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Module 1
Onboarding Your Organization

  • Set up the foundations of your organization
  • Set up groups, roles, & permissions
  • Invite users and assign access to features

Module 2
Customizing Your Model Inventory

  • Configure model inventory fields
  • Customize documentation templates
  • Configure reusable blocks

Module 3
Using ​ValidMind for Model Risk Management

  • Set up custom workflows
  • Manage workflows on models
  • Set up attestations

Module 4
Organizational Oversight & Reporting

  • Audit model activity
  • Audit model workflows
  • View and customize analytics

Monitoring Fundamentals
coming soon

Learn how to use ​ValidMind to manage the ongoing monitoring of your models with ongoing monitoring plans, scheduled monitoring runs, and tracked metrics over time.

coming soon

Module 1
Using ​ValidMind for Ongoing Monitoring

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

Module 2
Setting Up Monitoring

  • 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

Learn how to navigate the ​ValidMind’s key features and understand how they work together to support AI governance and compliance with regulations like the EU AI Act.

coming soon

Module 1
The ​ValidMind 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 & 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 & 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 & 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

Learn how to use ​ValidMind’s content features to enhance documentation, and to enable or disable text generation with GenAI.

coming soon

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