EMC E20-007 Actual Free Exam Questions & Community Discussion

  • Exam Code/Number: E20-007
  • Exam Name/Title: Data Science and Big Data Analytics
  • Certification Provider: EMC
  • Corresponding Certification: Data Scientist
  • Exam Questions: 165
  • Updated On: Jul 24, 2026
You are analyzing data in order to build a classifier model. You discover non-linear data and discontinuities that will affect the model. Which analytical method would you recommend?
Correct Answer: D Vote an answer
Refer to the exhibit Consider the training data set shown in the exhibit. What are the classification (Y = 0 or 1) and the probability of the classification for the tuple

X(1, 0, 0)
using Naive Bayesian classifier?
Correct Answer: B Vote an answer
What is the format of the output from the Map function of MapReduce?
Correct Answer: D Vote an answer
Your colleague, who is new to Hadoop, approaches you with a question. They want to know how best to access their data. This colleague has previously worked extensively with SQL and databases.
Which query interface would you recommend?
Correct Answer: C Vote an answer
You are using MADlib for Linear Regression analysis. Which value does the statement return?
SELECT (linregr(depvar, indepvar)).r2 FROM zeta1;
Correct Answer: C Vote an answer
A disk drive manufacturer has a defect rate of less than 1.0% with 98% confidence. A quality assurance team samples 1000 disk drives and finds 14 defective units. Which action should the team recommend?
Correct Answer: A Vote an answer
What would be considered "Big Data"?
Correct Answer: A Vote an answer
Refer to the exhibit.

What provides the decision tree for predicting whether or not someone is a good or bad credit risk. What would be the assigned probability, p(good), of a single male with no known savings?
Correct Answer: B Vote an answer
You have been assigned to do a study of the daily revenue effect of a pricing model of online transactions. When have you completed the analytics lifecycle?
Correct Answer: B Vote an answer
In linear regression, what indicates that an estimated coefficient is significantly different than zero?
Correct Answer: A Vote an answer
What are the characteristics of Big Data?
Correct Answer: C Vote an answer
When would you use a Wilcoxson Rank Sum test?
Correct Answer: B Vote an answer
Which data type value is used for the observed response variable in a logistic regression model?
Correct Answer: A Vote an answer
Which word or phrase completes the statement? A data warehouse is to a centralized database for reporting as an analytic sandbox is to a _______?
Correct Answer: A Vote an answer
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