You are responsible for setting up a logging mechanism for a new application that involves handling personal data. The application uses AWS Lambda functions to process data and Amazon API Gateway for RESTful services. Describe how you would configure logging for both the Lambda functions and API Gateway to ensure that all operations are logged, and the logs are stored in a centralized and secure location.