Master Data Versioning with DVC in MLOps 🚀

What is DVC and how do you use it in a project? Data Versioning is an important part of the MLOps workflow and DVC is one of the most popular open source solutions you can use for it. We go hands-on with the tech to see it in action and understand intuitively the mechanism behind tracking large data files.

0:00 ✅ What we'll cover in this video
0:34 ✅ Data Versioning Component
1:16 ✅ Brainstorming session
3:35 ✅ Essential DVC commands
6:33 ✅ The DVC Cache
8:00 ✅ Moving between commits
11:20 ✅ The DVC Remote
13:17 ✅ Model Deployer
14:30 ✅ A visual summary
15:54 ✅ Monitoring Component
16:25 ✅ Build your own project!

Resources 📝:
1. DVC Example on GitHub (https://github.com/wjayesh/dvc-example)
2. DVC Documentation (https://dvc.org/doc)

👋 Connect with me: https://bio.link/wjayesh