Tools¶

Introduction to the tools used in this guide.

What are the tools used in this guide?¶

In this guide, you will use the following tools to demonstrate the MLOps process:

• Code management: Git
• Package management: pip
• Data management: DVC
• Model reproducibility: DVC
• Model serving and distributing: BentoML and Docker

You will go into details about each tool in the following parts of this guide.