How should one start learning about AI and machine learning?

AI is definitely the future. Machine learning, being the current application of artificial intelligence, is based on the idea to give the computer access to data and make them learn themselves. There are obviously various ways to start. There are two broad perspectives of getting into AI and machine learning; first, the API and second, the algorithms. These two prospects are hardly covered when you start an online course or you read a book.