Tech
5 Questions you would ask your operations team to create better ML models:
1. At what point of time in the designated process, will the team utilize the Model?
Understanding the timeline is very crucial for the model development process because it defines the prediction point. All ML models operate within a specific timeline. If you use the data which is available after a particular timeline, it can result in data leakage. Understanding prediction points also helps to determine what features will be available for the model and would follow the same timeline. All fe...
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