What is the difference between machine learning and Learning from Data?

[pouramini]

In the book I can't see the difference between machine learning and learning from data, are they equivalent? Is LFD a sub-filed of ML?

The ML definition I found is "A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P if its performance at tasks in T, as measured by P, improves with experience E"

It doesn't restrict the experience E? Does LFD refers to this definition or it has a narrower definition?