June 2026
Intermediate to advanced
454 pages
10h 8m
English
In this chapter, we will look at the effective management of data generated and consumed by your AI application. The ability of an AI application to perform optimally, scale, and deliver accurate results largely depends on the robustness of its data management and storage strategies.
Here, we will dive into how to choose the most appropriate databases, implement efficient data storage techniques, and address critical issues related to data privacy and security. We will explore various database options, including SQL and NoSQL systems, discuss the most suitable data modeling techniques for AI applications, and outline strategies for optimizing data access patterns, thereby ensuring high performance ...
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