Lesson 2

Feasibility of Learning

References:

  • Chapter - 1. Learning From Data

Design Approach is used for a well specified problem and doesn't require data. It can be solved analytically.

Learning Approach is used when the problem is not well specified and required data

Hoeffding Inequality $$ P[|\nu - \mu| > \epsilon] \leq 2e^{-2\epsilon^2N} $$


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