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EMC Associate - Data Science and Big Data Analytics v2 Exam Sample Questions (Q199-Q204):

NEW QUESTION # 199
Refer to the Exhibit.

You are going into a meeting where you anticipate your manager will have a question on your dataset. Specifically, your manager will want to know about customers that are classified as renters with a good credit status. In order to prepare for the meeting, you create a rule: RENTER => GOOD CREDIT.
What is the confidence of this rule?
Response:

A. 18%
B. 73%
C. 41%
D. 63%

Answer: D

NEW QUESTION # 200

A data scientist is preparing a presentation for a meeting with the project's business sponsors. The distribution of per-sale revenue is an important finding from the analysis. The graphics illustrate four ways to plot the per-sale revenue distribution." Which graphic is most appropriate for the sponsor presentation?
Response:

A. Figure B
B. Figure C
C. Figure A
D. Figure D

Answer: A

NEW QUESTION # 201
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?
Response:

A. One-way ANOVA
B. Student T-test
C. K-means clustering
D. Association rules

Answer: A

NEW QUESTION # 202
You are attempting to find the Euclidean distance between two centroids:
Centroid A's coordinates: (X = 2, Y = 4)
Centroid B's coordinates (X = 8, Y = 10)
Which formula finds the correct Euclidean distance?
Response:

A. SQRT((2-8)2+(4-10)2) or 8.49
B. SQRT(((2-8) x 2) + ((4-10) x 2)) or 12.17
C. ((2-8) x 2 + (4-10) x 2) or 148
D. ((2-8)2+(4-10)2) or 72

Answer: A

NEW QUESTION # 203
The web analytics team uses Hadoop to process access logs. They now want to correlate this data with structured user data residing in a production single-instance JDBC database. They collaborate with the production team to import the data into Hadoop.
Which tool should they use?
Response:

A. Scribe
B. Chukwa
C. Sqoop
D. Pig

Answer: C

NEW QUESTION # 204
......

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