. https://itsocial.fr/enjeux/donnees-enjeux-it/bigdatait/6-erreurs-a-eviter-realiser-proof-of-concept-big-data/

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THE 6 MISTAKES TO AVOID TO MAKE A GOOD PROOF-OF-CONCEPT IN BIG DATA
To choose a Data Science solution, the majority of companies will first make a Proof-of-Concept (POC) to test their idea. This essential step in most IT projects, in Data Science as elsewhere, aims to verify the relevance of the solution to the problems encountered in the company. Yet in practice, many POCs fail and lead to nothing concrete. Only 38% of big data POCs succeed, according to a study conducted by Cap Gemini a few years ago. This high failure rate is a problem for both organizations and suppliers, both of which waste their time and resources. READ MORE