You don’t need a PhD in stats. Focus on:

• Descriptive stats (mean, median, std dev)

• Probability basics

• Distributions (normal, binomial)

• Hypothesis testing

• Correlation vs causation

• Regression (linear + logistic)

That’s enough to get started. Pair it with Excel, SQL, and some Python. Happy to help if you’ve got more specific questions.