Welcome to the Society's Backend repo. Society's Backend is a newsletter to understand machine learning engineering and gain confidence building with AI. This repo will contain all Society's Backend resources for understanding machine learning engineering and building with AI. Currently included are:

• The ML Road Map: Learn ML fundamentals for free from high-quality resources.
• MNIST on MLX: Train a simple model on Apple's machine learning framework designed for Apple silicon.

More to come in the future. I plan to write many more articles with accompanying hands-on activities.

In the meantime, these articles are community favorites:

• Devin Has Exposed a Major Issue with Software Engineering
• Machine Learning Infrastructure: The Bridge Between Software Engineering and AI
• If you want to learn machine learning engineering, start here
• If You Understand Bananas, You Can Understand Machine Learning

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