Welcome to Snorkel
Welcome to the Snorkel AI product documentation. Here you will learn about the Snorkel AI Data Development Platform and how to get started with a task.
What is a data development platform, and how can it help you create efficient and effective machine learning applications?
These articles introduce the product and key concepts:
Get started with the Snorkel AI Data Development Platform
When you log in to the Snorkel AI Data Development Platform, you’ll see the home page, which you can also navigate to by selecting Home or the Snorkel logo.
From the home page, you can see datasets, annotations, benchmarks, and evaluations. If you are a subject matter expert tasked with labeling data, you will see only the annotation batches assigned to you.
Deploy the platform
If you are an admin responsible for deploying and configuring the Snorkel AI Data Development Platform, read Installation Overview and Conventions.
Manage data
To get started, learn how to prepare and upload a dataset.
Label data
If you want to label or annotate data, read the Walkthrough for Annotators.
Evaluate an AI application
If you want to evaluate the performance of an ML application, explore the evaluation overview.