The Little Book of Deep Learning [pdf]
Great writing! I love how this book gets to the point right from the start, answering one of my questions about deep learning (how did this start?) in the very first sentence:"The current period of progress in artificial intelligence was triggered when Krizhevsky et al.[2012] showed that an artificial neural network (..) could beat complex state-of-the-art image recognition methods by a huge margin (..)"