Taking Big ML systems to productions — Part 1

1 · Walmart Labs · June 9, 2020, 12:02 a.m.
Taking Big ML systems to productions — Part 1All the data preparation, Feature Engineering (henceforth, FE) has been done and thoroughly tested; algorithms has been designed, coded and optimized. Testing results on the historical data also look promising, but still the solution is far from being production ready. A Data Science (henceforth, DS) solution developed in a research/lab environment is not always in the shape or form to take it directly into production. Even after that solution is morp...