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SANJEEV SHARMA: B.Tech. 3rd Year. IIT Roorkee. Part -1 of Lecture 5 in Machine Learning. Exponential Family Distribution & Sufficient Statistics. In this lecture I will cover the general distribution family ie exponential. Almost every distribution can be represented in the form of Exponential Family Distribution. In the first part, I will show you the step wise derivation of SUFFICIENT STATISTICS, then I will show you how to represent GAUSSIAN and BERNOULLI Distributions in the form of exponential family distribution. For all videos go to – searching-eye.com

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