Developer Stack for ML and AI

Imagine you're building a house. You need the right materials (data) and tools (code) to turn your blueprint (algorithm) into reality. Just like construction workers, AI and machine learning developers rely on a specific "stack" of tools to create intelligent applications.

What is the AI & ML Developer Stack?

The term "developer stack" refers to the collection of technologies, frameworks, and tools that developers use to build applications. In the world of ML and AI, this stack is tailored to handle the unique challenges posed by data-intensive and algorithm-driven tasks.

The stack comprises several layers, each serving a unique function in the lifecycle of intelligent systems: