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Notes from IIT Madras online degree course - Statistics for Data Science I

Part -1

Aim

- Create, download, manipulate and analyze data sets.
- Describe data using numerical summaries and visual representations.
- Translate real word problems into probability models.
- Describe and apply the properties of the binomial distribution and normal distribution.
- Frame questions that can be answered from data in terms of variables and cases.
- Estimate chance by applying laws of probability.
- Calculate expectation and variance of a random variable.

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Contents

Part -1