Data Science is a field that has been around for a while now. Machine learning is a fairly new discipline and has now become more about building algorithms and self-learning solutions. Even as the boundaries between both of them continue to blur, the disciplines stand discrete in their own rights.
Many often we use the terms Data Science and machine learning interchangeably. However, while there is an overlap between the two, they are distinct from each other in terms of roles and responsibilities.