Hands-on with DVC | Data Versioning 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