MLS-C01 · Question #53
MLS-C01 Question #53: Real Exam Question with Answer & Explanation
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Question
A Machine Learning Specialist is creating a new natural language processing application that processes a dataset comprised of 1 million sentences. The aim is to then run Word2Vec to generate embeddings of the sentences and enable different types of predictions. Here is an example from the dataset: "The quck BROWN FOX jumps over the lazy dog." Which of the following are the operations the Specialist needs to perform to correctly sanitize and prepare the data in a repeatable manner? (Choose three.)
Options
- APerform part-of-speech tagging and keep the action verb and the nouns only.
- BNormalize all words by making the sentence lowercase.
- CRemove stop words using an English stopword dictionary.
- DCorrect the typography on "quck" to "quick."
- EOne-hot encode all words in the sentence.
- FTokenize the sentence into words.
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