When marine biologist Julia Lowndes started graduate school in California in 2006, she expected to spend the next several years learning about the behavior of the Humboldt squid, which had recently—and dramatically—expanded its range north along the California coast. But before she learned anything about the squid, she discovered, she had to learn to code.