Machine Learning Experimentation in VS Code with DVC Extension
Join us and learn how to manage and make your machine learning projects reproducible with an open-source tool DVC and the new extension. We will see how to track datasets and models, run, compare, visualize, and track machine learning experiments right in VS Code.
Chapters:
00:00 VS Code Livestream begins
01:36 Welcome and intro
04:17 Today’s example ML problem
06:59 What is DVC and why use it
10:19 Intro model
11:25 Demo DVC Extension for VS Code
19:02 Q&A
36:22 Learn more
Resources:
Code https://aka.ms/VSCode/DVCExt/Code
DVC extension https://aka.ms/VSCode/DVCExtension
Git Repo https://github.com/devcontainers/cli
IterativeAI https://learn.iterative.ai/
Connect:
VSCode https://twitter.com/code
Reynald https://twitter.com/ReynaldAdolphe
Alex https://twitter.com/alex000kim
IterativeAI https://twitter.com/Iterativeai
Follow and Subscribe:
https://youtube.com/code
https://tiktok.com/@vscode
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