For the high-level sweep of history in a single volume, The Penguin History of the World is hard to beat.

But realistically you have to get closer. Pick a time period, or a theme, or even an individual, and start digging. Some people like local or family history. Try to find a selection of voices to read, but beware of the pseudohistorians and pop-scientists.