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Exam AIP-210 Topic 5 Question 54 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 54
Topic #: 5
When working with textual data and trying to classify text into different languages, which approach to representing features makes the most sense?

Suggested Answer: B Vote an answer

Explanation
A bag of bigrams (2 letter pairs) is an approach to representing features for textual data that involves counting the frequency of each pair of adjacent letters in a text. For example, the word "hello" would be represented as
{"he": 1, "el": 1, "ll": 1, "lo": 1}. A bag of bigrams can capture some information about the spelling and structure of words, which can be useful for identifying the language of a text. For example, some languages have more common bigrams than others, such as "th" in English or "ch" in German .

by Naomi at Jan 12, 2025, 11:28 PM

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