Machine Learning is the set of tools that we can use to answer questions with data.
The type of asked questions may vary from predicting the price of a house based on certain features, to classifying a tumor to find out whether it is benign or malignant.
The image above shows the 3 types of machine learning and the following article demonstrates that.