While there is some room for error while integrating models into production environments, there is also a very good probability that these issues will eventually lead to disaster. And that’s exactly why we have created this pre-model deployment checklist.
Better features, better data
Demystifying the old battle between transparent, explainable models and more accurate, complex models.
(or – “how I f***ed up my text classifier while thinking it’s performing well")
Machine learning models are mathematical models that leverage historical data to uncover patterns which can help predict the future to a certain degree of accuracy. And