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Module 1: Inequalities in Information Theory

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Inequalities in Information Theory - Learning Outcomes

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By the end of this module, you will be able to:

Identify the various methods of quantifying information
Explain the relationship between Fano's inequality and m-ary hypothesis testing
Outline the concept of variation formulae for information theory quantities
Describe the various methods of applying variation formulae for information theory quantities
Identify the basic properties of Pinsker's Inequality