How to Structure Machine Learning Project for Production

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=Hvfaf73hnqs

Here's a fairly advanced data science project structure to minimize friction when deploying models, making heavy use of Docker. • Table of Content • Introduction: 0:00 • Overview: 0:55 • Code Overview: 2:07 • Docker Image Vulnerability: 8:07 • Chainguard Image: 8:41 • Pro and Con of Docker for Data Science: 10:10 • Pro: • Your data science environment is almost perfectly replicated. • Con: • You actually need to learn Docker lol • Cookiecutter I'm using as base: • 📌 https://docker-science.github.io/ • Pytorch Chainguard Image: • 📌 https://images.chainguard.dev/directo... • ---- • Join the newsletter for weekly AI content: https://yacinemahdid.com • Join the Discord for general discussion: / discord • ---- • Follow Me Online Here: • GitHub: https://github.com/yacineMahdid • LinkedIn: / yacinemahdid • ___ • Have a great week! 👋

#############################

New on site