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NEW QUESTION 43
A Data Scientist is working on an application that performs sentiment analysis. The validation accuracy is poor and the Data Scientist thinks that the cause may be a rich vocabulary and a low average frequency of words in the dataset Which tool should be used to improve the validation accuracy?

• A. Amazon Comprehend syntax analysts and entity detection
• B. Amazon SageMaker BlazingText allow mode
• C. Natural Language Toolkit (NLTK) stemming and stop word removal
• D. Scikit-learn term frequency-inverse document frequency (TF-IDF) vectorizers

Answer: D

NEW QUESTION 44
A Machine Learning Specialist prepared the following graph displaying the results of k-means for k = [1:10]

Considering the graph, what is a reasonable selection for the optimal choice of k?

• A. 0
• B. 1
• C. 2
• D. 3

Answer: B

NEW QUESTION 45
A monitoring service generates 1 TB of scale metrics record data every minute A Research team performs queries on this data using Amazon Athena The queries run slowly due to the large volume of data, and the team requires better performance How should the records be stored in Amazon S3 to improve query performance?

• A. Compressed JSON
• B. Parquet files
• C. RecordIO
• D. CSV files

Answer: D

NEW QUESTION 46
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