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Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
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Which definition of Likelihood function is correct?
In the online version of the Deep Learning book on chapter 5 the estimator for likelihood function is defined as:
That is the product of individual probabilities. After taking the log it arrives at t …