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Tutorials

Step-by-step tutorials for common Truthound use cases. Start from the basics and progress to enterprise-grade configurations.

Learning Path

graph LR
    A[Data Profiling] --> B[Custom Validator]
    B --> C[Enterprise Setup]
    C --> D[Examples]

Available Tutorials

  • Data Profiling

    Learn to profile data, generate statistics, and auto-create validation rules

    Data Profiling

  • Custom Validator

    Create custom validators using decorators, class-based approach, or fluent builder

    Custom Validator

  • Enterprise Setup

    CI/CD integration, checkpoints, notifications, and production configuration

    Enterprise Setup

  • Usage Examples

    Comprehensive examples for drift detection, anomaly detection, PII masking, and more

    Examples

Tutorial Overview

Tutorial Level Time Topics
Data Profiling Beginner 20 min Profile API, Schema learning, Rule generation
Custom Validator Intermediate 30 min Decorators, Builder pattern, Testing utilities
Enterprise Setup Advanced 45 min CI/CD, Checkpoints, Notifications, Monitoring
Usage Examples All levels 45 min Drift, Anomaly, PII, Cross-table, Time series

Quick Start

If you're new to Truthound, we recommend this order:

  1. Data Profiling - Understand your data first
  2. Custom Validator - Build domain-specific validation
  3. Enterprise Setup - Deploy to production
  4. Examples - Reference for specific use cases

For detailed reference documentation: