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Linux Foundation

Open Source Tools for ML Experiments Management

Linux Foundation via YouTube

Overview

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This course examines how machine learning workflows differ from traditional software engineering and why they need specialized experiment and data management tools. It discusses Git and Git-LFS, then introduces DVC's approach to managing experiments, datasets, and models.

Syllabus

Open Source Tools for ML Experiments Management - Dmitry Petrov & Ruslan Kuprieiev, Iterative AI

Taught by

Linux Foundation

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