ML with TensorFlow: This is valuable to companies like Dollar Shave Club, Spotify, Pandora, or AmazonPrime that offer free and monthly/yearly subscriptions to services, offers and deliveries.
- Machine learning algorithm that can predict if a customer will become a subscription based customer.
- The algorithim focuses on customers who are likely to come back and buy again.
- This model can identify the most important metrics for a customer to come back again on subscription.
- This is highly dependant on having a lot of the right data to achieve >90% accuracy.
- You may need to tweak hyperparams and some code to fit your data properly, but it does work.