Reproducible Data Science with Pachyderm

Table of Contents

1. The Problem of Data Reproducibility
2. Pachyderm Basics 
3. Pachyderm Pipeline Specification
4. Installing Pachyderm Locally
5. Installing Pachyderm on a Cloud Platform
6. Creating Your First Pipeline
7. Pachyderm Operations
8. Creating an End-to-End Machine Learning Workflow 
9. Distributed Hyperparameter Tuning with Pachyderm
10. Pachyderm Language Clients
11. Using Pachyderm Notebooks