Guys am having issues with preparing my training data for prediction , for-example the acountId , customerId etc how can i convert the into float values to allow the model understand well
Eric Peters you can use mean encoding, Weights of Evidence, frequency encoding etc . Search Online for various methods.
Mean/target encoding works quite well in most cases but presents a unique problem called target leakage. But not to worry, it has a minimal effect on performance.