Machine learning has its origins in statistics and mathematical modeling of data.
The fundamental idea of machine learning is to use data from past observations to predict unknown outcomes or values.
https://learn.microsoft.com/en-us/training/modules/fundamentals-machine-learning/2-what-is-machine-learning