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Machine Learning Experimentation in VS Code with DVC Extension

Visual Studio Code via YouTube

Overview

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Learn how to manage and make machine learning projects reproducible using the DVC extension in Visual Studio Code. This course teaches you how to track datasets and models, run, compare, visualize, and track machine learning experiments directly within VS Code. The course aims to help you understand the importance of DVC, demonstrate its usage, and provide a platform for Q&A. The intended audience for this course includes machine learning practitioners and developers looking to enhance their project management and reproducibility skills using VS Code and DVC.

Syllabus

VS Code Livestream begins
Welcome and intro
Today's example ML problem
What is DVC and why use it
Intro model
Demo DVC Extension for VS Code
Q&A
Learn more

Taught by

Visual Studio Code

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