---
description: "Hands-on tutorials for text curation workflows including quality assessment with NeMo Curator"
categories: ["tutorials"]
tags: ["tutorials", "text-curation", "hands-on", "examples"]
personas: ["data-scientist-focused", "mle-focused"]
difficulty: "beginner"
content_type: "tutorial"
modality: "text-only"
---

# Text Curation Tutorials

Hands-on tutorials for text curation workflows are available in the [`tutorials/text` directory](https://github.com/NVIDIA-NeMo/Curator/tree/main/tutorials/text) of the NeMo Curator GitHub repository.

## Key Concepts for Tutorial Success

Before diving into the tutorials, familiarize yourself with these essential NeMo Curator concepts:

<Cards>

<Card title="Pipeline Architecture" href="/about/concepts/text/data/data-curation-pipeline">
Core processing stages and pipeline concepts for text curation workflows
data-structures
distributed
</Card>

<Card title="Quality Assessment" href="/curate-text/process-data/quality-assessment">
Scoring and filtering techniques used in tutorials
heuristics
classifiers
</Card>

<Card title="Data Loading" href="/curate-text/load-data">
Loading data from various sources
common-crawl
custom-data
</Card>

<Card title="Distributed Classification" href="/curate-text/process-data/quality-assessment/distributed-classifier">
GPU-accelerated classification concepts
gpu
scalable
</Card>

</Cards>