An example of concept drift types

 

Head to Head Comparison between Data Science and Data Mining (Infographics)

Data Science Road Map

 

Machine learning combines three main components: data, model and loss. Machine learning methods implement the scientific principle of “trial and error”. These methods continuously validate and refine a model based on the loss incurred by its predictions about a phenomenon that generates data.