Reviews

"Neat structure, no filler. Read three sections on the train, followed everything. Good pace for a beginner."

"Broad overview without drowning me in terms. When a new word came up, there was a plain explanation right next to it. That helped a lot."

"Wasn't expecting an ethics section in a starter guide. But it makes sense. Data affects people, and pretending otherwise is naive. Small chapter, big point."

"Calm tone throughout. No shouting, no promises. Just: here's what data work looks like, here's the general logic. Fits people who want to figure out if this field is even for them."

"The bit about cleaning and preparing data hit me. I always thought analysis was the main thing. Turns out half the job happens before that. Now I get why people complain about messy spreadsheets."

"Stats without formulas - finally. Averages, spread, what these numbers actually tell you. I read it twice, honestly. Second time it clicked properly."