Believe it or notIn my opinion,the the best quick introduction to Lie group and algebra theory I've seen is in chapter 12 of E.B B.Vinberg's Vinberg's A Course In Algebra. ShortIt is short,geometric geometric and deep with all the essential facts and theorumstheorems presented. There's a similar presentation in Artin's Algebra,but but that one is done entirely in terms of matrix groups. The Vinberg chapter is on general Lie theory. By the way,it's it's mostly drawn from the Vinberg/Onischick book mentioned by Victor above -but- but it's a little gentler and more detailed,being being pitched at beginners.
The Vinberg book is one of those texts you read over and over because every time you look at it,you you realize a little more just how damn goodgood it is.