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EMC Dell Data Scientist and Big Data Analytics Foundations 2023 Sample Questions (Q52-Q57):
NEW QUESTION # 52
To ensure a successful analytic project, which key role can provide business domain expertise with a deep understanding of the data and key performance indicators?
- A. Project Sponsor
- B. Business Intelligence Analyst
- C. Project Manager
- D. Business User
Answer: B
NEW QUESTION # 53
You are provided four different datasets. Initial analysis on these datasets show that they have identical mean, variance and correlation values.
What should your next step in the analysis be?
- A. Visualize the data to further explore the characteristics of each data set
- B. Recalculate the descriptive statistics since they are unlikely to be identical for each dataset
- C. Select one of the four datasets and begin planning and building a model
- D. Combine the data from all four of the datasets and begin planning and bulding a model
Answer: A
NEW QUESTION # 54
A data scientist plans to classify the sentiment polarity of 10, 000 product reviews collected from the Internet.
What is the most appropriate model to use? Suppose labeled training data is available.
- A. Logistic regression
- B. Naïve Bayesian classifier
- C. Linear regression
- D. K-means clustering
Answer: B
NEW QUESTION # 55
You have used k-means clustering to classify behavior of 100, 000 customers for a retail store. You decide to use household income, age, gender and yearly purchase amount as measures.
You have chosen to use 8 clusters and notice that 2 clusters only have 3 customers assigned.
What should you do?
- A. Identify additional measures to add to the analysis
- B. Increase the number of clusters
- C. Decrease the number of clusters
- D. Decrease the number of measures used
Answer: C
NEW QUESTION # 56
Which activity is performed in the Operationalize phase of the Data Analytics Lifecycle?
- A. Try different analytical techniques
- B. Transform existing variables
- C. Try different variables
- D. Define the process to maintain the model
Answer: D
NEW QUESTION # 57
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