It’s often quoted, “Data is the new oil” and as a data scientist, I clearly know the value of good data to train our model. However, we… — It’s often quoted, “Data is the new oil” and as a data scientist, I clearly know the value of good data to train our model. However, we often face some problems with data: Limited or no access because of confidentiality / governance requirements Lack of sufficient quantity