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EMC D-DS-FN-23 Exam Syllabus Topics:

Topic
Details

Topic 1

• Big Data, Analytics, and the Data Scientist Role: This section of the exam measures the skills of a Data Science Enthusiast and covers the basic concepts of Big Data, including its defining characteristics and the business drivers behind its rise. It also introduces the role of the Data Scientist, highlighting the critical skills needed in the data science field.

Topic 2

• Initial Analysis of the Data: This section of the exam measures the skills of a Data Science Enthusiast and focuses on the first steps in analyzing data. It explains how basic R commands are used for exploration, discusses important statistical measures and visualizations, and describes hypothesis testing techniques for evaluating models.

Topic 3

• Advanced Analytics - Theory, Application, and Interpretation of Results for Eight Methods: This section of the exam measures the skills of an Entry-Level Data Analyst and covers foundational knowledge in various advanced analytics methods. Topics include the theory, application, and interpretation of K-means clustering, association rules, linear and logistic regression, naïve Bayesian classifiers, decision trees, time series analysis, and text analytics.

Topic 4

• Operationalizing an Analytics Project and Data Visualization Techniques: This section of the exam measures the skills of an Entry-Level Data Analyst and explains best practices for communicating findings and operationalizing analytics projects. It covers effective methods for presenting projects to various audiences and emphasizes the importance of planning and creating impactful data visualizations.

 

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EMC Dell Data Science Foundations Sample Questions (Q341-Q346):

NEW QUESTION # 341
When creating a presentation for a technical audience, what is the main objective?

• A. Show if the model will meet the SLA
• B. Show how you met the project goals
• C. Show that you met the project goals
• D. Show the technique to be used in the production environment

Answer: B

 

NEW QUESTION # 342
Refer to the exhibit.

Which type of data issue would you suspect based on the exhibit?

• A. "Saturated" data, indicating potential issues with data definitions
• B. Incomplete data, indicating potential issues with data transmission
• C. Mis-scaled data, indicating potential issues with data entry
• D. The exhibit does not raise any obvious concerns with the data.

Answer: A

 

NEW QUESTION # 343
What describes a true limitation of a Logistic Regression method?

• A. Does not handle missing values well
• B. Does not handle redundant variables well
• C. Does not have explanatory values
• D. Does not handle correlated variables well

Answer: A

 

NEW QUESTION # 344
Consider these itemsets:
(hat, scarf, coat)
(hat, scarf, coat, gloves)
(hat, scarf, gloves)
(hat, gloves)
(scarf, coat, gloves)
What is the confidence of the rule (gloves -> hat)?

• A. 66%
• B. 80%
• C. 60%
• D. 75%

Answer: D

 

NEW QUESTION # 345
Which SQL set operator returns rows that exist in the first SELECT statement answer set but not in the second SELECT statement?

• A. INTERSECT
• B. EXCEPT
• C. UNION
• D. UNION ALL

Answer: B

Explanation:
The EXCEPT operator returns rows that exist in the result set of the first SELECT statement but not in the second. It removes duplicates and only shows the difference between the two datasets.

 

NEW QUESTION # 346
......

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