When businesses plan to start incorporating machine learning to enhance their solutions, they more often than not think that it is mostly about algorithms and analytics. Most of the blogs/training on the matter also only talk about taking fixed format files, training models and printing the result. Naturally, businesses tend to think that hiring good data scientists should get the job done. What they often fail to appreciate is that it is also a good old system and data engineering problem, with the data models and algorithms sitting at the core.

About a few years ago, at an organisation I…

Bappaditya Mallick

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