Exploring for Good Author Book!

Hello Everyone, II am looking to purchase a machine learning book online but when I was searching on amazon it’s showing lots of books. I have read about some author’s names like Ian H. Witten, Steven Bird, and Drew Conway. Can anyone knows which one is a good book for a beginner’s point of view.