© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024
A. MishraScalable AI and Design Patternshttps://doi.org/10.1007/979-8-8688-0158-7_2

2. Fundamentals of Scalability in AI

Abhishek Mishra1  
(1)
Mumbai, Maharashtra, India
 

Scalability in AI is analogous to making your favorite cookie recipe for a small family gathering and then seamlessly scaling up to create enough for a large party without sacrificing taste or quality. It means ensuring that your AI system can manage more data, more users, or more sophisticated jobs without breaking down.

Handling large datasets is a critical aspect of scalability in AI. Large datasets can be overwhelming, but with the right techniques, you can manage them effectively. Handling ...

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