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machine learning and data mining methods in diabetesjan 01, · the most important step in the entire kdd process is data mining, exemplifying the application of machine learning algorithms in analyzing data. a complete definition of kdd is given by fayyad et al.  kdd is the nontrivial process identifying valid, novel, potentially useful, and ultimately understandable patterns in data .the 10 steps to successful ma integration bain companynov 04, 09· the most experienced acquirers not only understand these 10 steps to a successful integration, they also understand how to adjust their application to the deal and the circumstances. ted rouse is a partner with bain company in chicago and coleader of bain's global ma practice.