Maximum Likelihood
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Learn about Maximum Likelihood Estimates via their application for next-word prediction
9 min read -
How do hazards and maximum likelihood estimates predict event rankings?
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Intuitive explanation of maximum likelihood method
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Have you ever wondered why we minimize the squared error? In this post, I’ll show…
6 min read -
Equivalence of Regularised Least Squares and Maximising the Posterior Probability Function
Data ScienceMachine Learning Derivation Why regularized least squares is equivalent to the maximum posterior solution and…
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With simple words and few formulas, you will get fully proficency in Bayes, the Maximum…
9 min read -
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A case study based introduction to using Bayes rule and how it compares with a…
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Why do we minimize the sum of the squared residuals in linear regression?
3 min read