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Machine Learning Experimentation in VS Code with DVC Extension

Visual Studio Code
759K subscribers
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7.8K views Streamed 2 years ago
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   / code   Reynald   / reynaldadolphe   Alex   / alex000kim   IterativeAI   / iterativeai   Follow and Subscribe:    / code     / vscode   ...more
...more
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   / code   Reynald   / reynaldadolphe   Alex   / alex000kim   IterativeAI   / iterativeai   Follow and Subscribe:    / code     / vscode  

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Visual Studio Code

759K subscribers