I have a machine learning data question

Hi SW_Eng_93,

Thank you for your question.  The short answer is that you will need “enough.”  and so how much is enough?  That’s very hard to say in advance.  Machine learning on sensor data is an exercise in overcoming variation with data – and the more variation there is, the more data you will need to overcome it.   Reality AI Tools® software has functionality to help you assess data coverage and readiness.  To make optimum use of it and to minimize your cost of data collection, have a look at our blog “The best way to reduce the cost of data collection is ‘only do it once.’” and our data collection whitepaper.

Hi SW_Eng_93,

Thank you for your question.  The short answer is that you will need “enough.”  and so how much is enough?  That’s very hard to say in advance.  Machine learning on sensor data is an exercise in overcoming variation with data – and the more variation there is, the more data you will need to overcome it.   Reality AI Tools® software has functionality to help you assess data coverage and readiness.  To make optimum use of it and to minimize your cost of data collection, have a look at our blog “The best way to reduce the cost of data collection is ‘only do it once.’” and our data collection whitepaper.