What is Machine Learning? Algorithm Types, Real Life Examples

As per dictionary Learning means gain knowledge, understand the things. Zoologists and psychologists are doing learning in animals and humans species. Here we can discuss about learning in machines namely computer machines. As human beings, we have capability to read, watch, understand and make decisions. What if we can add this capability to machine so that they can take decision by processing large amount of data?