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Where prompt engineering ends at crafting a sentence, context engineering begins with designing full systems, ones that bring in memory, history, retrieval, tools, and cleandata — all optimised for an AI model that isn’t psychic. It’s structural. billion across its Mumbai and Hyderabad regions, contributing $23.3
The MLOps process can be broken down into four main stages: Data Preparation: This involves collecting and cleaningdata to ensure it is ready for analysis. The data must be checked for errors and inconsistencies and transformed into a format suitable for use in machine learning algorithms.
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