This little book is a brief and a "direct to the point" guide to learning statistics. Wherever possible, many difficult concepts have been explained in the simplest way without loss of content. The idea is to take a full semester of undergraduate statistics topics and remove all of the extra "fluff." Many "real world" application problems such as gambling, biology, business and psychology (among other topics) have been included and worked out in full detail. A very minimal knowledge of algebra would be helpful but not required.