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Quiz 2025 EMC D-DS-FN-23: Dell Data Scientist and Big Data Analytics Foundations 2023 Useful Exam Tutorial
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EMC Dell Data Scientist and Big Data Analytics Foundations 2023 Sample Questions (Q159-Q164):
NEW QUESTION # 159
How is dimensionality defined in a "bag of words" document representation?
- A. Total number of words in the document
- B. Average number of words per sentence in the document
- C. Frequency of repeated words in the document
- D. Number of unique terms in the document
Answer: D
NEW QUESTION # 160
You are building a logistic regression model to predict whether a tax filer will be audited within the next two years. Your training set population is 1000 filers. The audit rate in your training data is 4.2%.
What is the sum of the probabilities that the model assigns to all the filers in your training set that have been audited?
- A. 0.042
- B. 0.42
- C. 4.2
- D. 42.0
Answer: D
NEW QUESTION # 161
Your organization has a website where visitors randomly receive one of two coupons. It is also possible that visitors to the website will not receive a coupon.
You have been asked to determine if offering a coupon to visitors to your website has any impact on their purchase decision.
Which analysis method should you use?
- A. K-means clustering
- B. One-way ANOVA
- C. Student T-test
- D. Association rules
Answer: B
NEW QUESTION # 162
In association rules, given X -> Y, what is confidence?
- A. Percentage of transactions that contain the itemset
- B. Percentage of transactions with X that also contain Y
- C. How many times more often X and Y occur together than expected if they were statistically independent, expressed as a ratio
- D. Difference in the probability of X and Y appearing together compared with expectations if they were statistically independent
Answer: B
NEW QUESTION # 163
Which word or phrase completes the statement? Unix is to bash as Hadoop is to:
- A. HDFS
- B. Sqoop
- C. NameNode
- D. Pig
Answer: D
NEW QUESTION # 164
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