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Developer Tools for ML and AI
Essential Tools for Smart Systems
Previously we explored the “developer stack” for Machine Learning (ML) and Artificial Intelligence (AI). Imagine this stack as the blueprint for a house, outlining the essential layers – the foundation, walls, and roof.
However, just like a blueprint needs tools to become a reality, the developer stack relies on another crucial element: developer tools. These specialized tools function within each layer of the stack, empowering developers to code, analyze data, and ultimately deploy their creations.
Think of them as hammers, drills, and saws for the developer building an intelligent system.
The Developer Tool Kit for AI & ML
The developer toolkit for ML and AI is a collection of specialized software that empowers developers to build intelligent applications. Here's a look at some key tools within the kit:
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