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I hate to break it to aspiring data scientists who don’t like math, but…

Angry cat glowering labeled “Aspiring data scientist” glowering in response to a salad bowl labeled “Linear algebra”.

It’s true — to do data science, you need to understand linear algebra. Luckily, it’s one of the less onerous branches of math; much easier than calculus, anyway.