Here are a few applications of machine learning in the telecom industry:
- Predicting the likelihood of a call drop before the start of a call
- Predicting if a customer is likely to churn in the next few months
- Identifying add-ons to monthly usage that could be sold to a customer
- Identifying the customers who are less likely to pay for postpaid services
- Workforce optimization for field force effectiveness