Finding Important Words: tf-idf
10 min readLearn how tf-idf combines term frequency and inverse document frequency to identify the most important words in a document by balancing local relevance with global rarity.
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Why Maximum Likelihood works
6 min readAn intuitive explanation of why maximum likelihood estimation works, using the Kullback-Leibler divergence to provide theoretical grounding for this fundamental statistical method.
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