***

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>