1. Requirements and lecture are in the attachment.2. Please make sure to make the same case for both decision tree method and deep learning method. Like same insrance company but by different methods.3. For decison making method to predict customer defections, it should be some simple questions that can be answered by yes or no. Like categorical items. For deep learning method, it should be some complex questions and large dataset.I understand the material but just hard to think a perfect case. Could you please help me out?PLEASE MAKE SURE CONSIDER CUSTOMER LIFETIME AND MANAGERIAL DECISION MAKING.