edX
edXStatistics Fundamentals
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Korshub's take
Statistics: The Language of Data
Statistics translates data into defensible conclusions. Master the fundamentals: randomness, variability, and their link to probability theory; statistical inference and hypothesis testing (means, proportions, chi-squared); regression and correlation; the probability distributions that underpin it all. Learn not just to compute but to interpret—to explain what your data says and defend it against challenge. The toolkit of working analysts.
You'll grasp:
- Probability theory and statistical methods
- Inference testing and significance
- Linear regression and correlation
- Probability distributions and operators
About this course
To master statistics fundamentals and learn to apply a variety of methods for explaining, summarising and presenting data and interpreting results clearly. ,To summarise the ideas of randomness and variability, and the way in which these link to probability theory to allow the systematic and logical collection of statistical techniques of great practical importance in many applied areas. ,To explain the fundamentals of statistical inference and perform inference to test the significance of common measures such as means and proportions and conduct chi-squared tests of contingency tables. ,To be competent users of standard statistical operators, linear regression and correlation analysis and be able to recall a variety of well-known probability distributions.
Price
$996
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