AWS for Industries

Tag: Missing Value Imputation

Sigmoid DataWig_Thumbnail

How Sigmoid Uses DataWig From Amazon Science for Missing Value Imputation to Make CPG Dataset Ready for Machine Learning

In the training of a machine learning (ML) model, the quality of the model is directly proportional to the quality of data. However, in many cases, in consumer packaged goods (CPG) datasets, there are a lot of missing values affecting the quality of training and prediction in the long run. If your models are already […]