John J. Murphy's Technical Analysis of the Financial Markets is the best start that you can get when it comes to chart reading. Then you could enhance your knowledge slowly in a particular methodology that interests you or fits you the best.
Well the best book I have read on stocks when i began trading was “ how to make money from stocks” by WilliamJ’O Neil. It a great book written in a very simple language.