This tutorial provides detailed instructions for creating a complete DeepForge project from scratch. The motivating examples for this walkthrough will be a simple image classification task using CIFAR-10 as our dataset and a more complex astronomical redshift estimation task using Sloan Digital Sky Survey as our dataset.

The overall process of creating projects is centered around the creation of data processing pipelines that will be executed to generate the data, visualizations, models, etc. that we need. This guide begins with a detailed walkthrough on how to create pipelines and all their constituent parts. After this introductory walkthrough will be detailed walkthroughs on how to create a pair of useful pipelines using the motivating examples.