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D-DS-FN-23 Valid Exam Format & D-DS-FN-23 Actual Tests
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EMC D-DS-FN-23 Exam Syllabus Topics:
Topic
Details
Topic 1
- Advanced Analytics for Big Data - Technology and Tools: This section of the exam measures the skills of a Data Science Enthusiast and addresses the technological challenges associated with Big Data. It introduces tools and technologies such as MapReduce, Hadoop, the Hadoop ecosystem, in-database analytics, SQL essentials, and advanced SQL techniques like window functions and MADlib.
Topic 2
- 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 3
- 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.
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EMC Dell Data Science Foundations Sample Questions (Q119-Q124):
NEW QUESTION # 119
What action occurs during feature selection in the model building phase of the data analytics lifecycle?
- A. Overfit the model to improve prediction accuracy
- B. Select a superset of variables to shorten training times
- C. Create new combinations of attributes
- D. Identify the most useful input variables
Answer: D
Explanation:
Feature selection involves identifying the most useful input variables that contribute meaningfully to the model, improving accuracy and reducing complexity during the model building phase.
NEW QUESTION # 120
In the data preparation phase of the data analytics lifecycle, what does the term "data conditioning" refer to?
- A. Cleaning the data, normalizing datasets. and performing transformations
- B. Building training and testing datasets
- C. Identifying relationships and correlations among variables
- D. Deploying the model and monitoring its performance
Answer: A
Explanation:
Data conditioning in the data preparation phase refers to the process of cleaning the data, normalizing datasets, and performing transformations to ensure the data is in a suitable format for analysis or modeling.
NEW QUESTION # 121
Which word or phrase completes the statement? Unix is to bash as Hadoop is to:
- A. Pig
- B. HDFS
- C. NameNode
- D. Sqoop
Answer: A
NEW QUESTION # 122
In linear regression, what indicates that an estimated coefficient is significantly different than zero?
- A. R-squared near 1
- B. A small p-value
- C. R-squared near 0
- D. The estimated coefficient is greater than 3
Answer: B
NEW QUESTION # 123
What is an appropriate assignment for a data scientist?
- A. Define an OLAP database schema
- B. Conduct customer surveys
- C. Monitor key performance indicators
- D. Develop predictive models
Answer: D
NEW QUESTION # 124
......
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