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Each learning path is one chapter: a guided route through a topic, one small course at a time. Pick a class to see its chapters in order.

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Statistics & Data Science · Essentials

by StemPy Lab
Chapter 6
Learning from Samples
Learning from Samples, Data and Sampling, Probability and Chance

A poll asks a thousand people and speaks for a whole country. How can a small sample say anything sure about millions? The answer is that chance, which makes every sample a little different, also follows rules. In this chapter you watch samples scatter, measure how far a sample is likely to miss, and turn that into an estimate with a margin of error. Then you test an idea: is a coin fair, does a new method help? Small simulations in Python do the heavy work, so you can see each idea happen before you name it.

3 courses
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