Walt Disney Co. has acquired Baby Einstein Co., a maker of award-winning toys, books and videos for babies and toddlers, in a bid to cash in on the expanding developmental learning market.

Einstein has long been the go-to guy when you think “genius,” but he was once simply the adored baby of doting parents. That’s where Jennifer Berne’s new picture-book biography begins ...