Evaluate the degree to which frequency on text files reflect

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Reference no: EM131942562

Problem

1. Experiment with different discounting methods estimating the frequency of words in English. In particular, evaluate the degree to which frequencies on short text files (1000 words, 10,000 words, 100,000 words, and 1,000,000 words) reflect the frequencies over a large text corpora, say, 10,000,000 words.

2. What is deep learning? What are some of the characteristics that distinguish it from traditional machine learning.

Reference no: EM131942562

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Evaluate the degree to which frequency on text files reflect : In particular, evaluate the degree to which frequencies on short text files reflect the frequencies over a large text corpora, say, 10,000,000 words.

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