[D] Anyone here has done ML models for Telecom industry

So I am working on defining AI use cases for Telecom industry. The long term plan is to leverage historical data to make predictive analysis like replacing ONT and router. The thing is my first step right now is to identify the data points/features from API which can be used to develop use cases and put the historical data of the useful features I suggest on a datalake. I find it difficult to say conclusively whether the said data points …

analysis api cases data features historical data identify industry machinelearning ml models predictive predictive analysis telecom use cases