Lovelace has been hailed as a model for girls in science, technology, engineering and math (STEM). A dozen biographies for young audiences were published for the 200th anniversary of her birth in 2015. And in 2018, The New York Times added hers as one of the first "missing obituaries" of women at the rise of the #MeToo movement.

But Lovelace—properly Ada King, Countess of Lovelace after her marriage—drew on many different fields for her innovative work, including languages, music and needlecraft, in addition to mathematical logic. Recognizing that her well-rounded education enabled her to accomplish work that was well ahead of her time, she can be a model for all students, not just girls.

Lovelace was the daughter of the scandal-ridden romantic poet George Gordon Byron, aka Lord Byron, and his highly educated and strictly religious wife Anne Isabella Noel Byron, known as Lady Byron. Lovelace's parents separated shortly after her birth. At a time when women were not allowed to own property and had few legal rights, her mother managed to secure custody of her daughter.

Growing up in a privileged aristocratic family, Lovelace was educated by home tutors, as was common for girls like her. She received lessons in French and Italian, music and in suitable handicrafts such as embroidery. Less common for a girl in her time, she also studied math. Lovelace continued to work with math tutors into her adult life, and she eventually corresponded with mathematician and logician Augustus De Morgan at London University about symbolic logic.