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D-DS-FN-23 Exam PDF, D-DS-FN-23 Practice Test Online
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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
- 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
- Data Analytics Lifecycle: This section of the exam measures the skills of an Entry-Level Data Analyst and explains the purpose and phases of the data analytics lifecycle. It includes understanding key activities and roles involved in the discovery, data preparation, model planning, and model building phases to successfully manage analytics projects.
Topic 5
- 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.
D-DS-FN-23 Practice Test Online, New D-DS-FN-23 Practice Questions
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EMC Dell Data Science Foundations Sample Questions (Q272-Q277):
NEW QUESTION # 272
Which phase of the data analytic lifecycle includes conducting project sponsor interviews and drafting a problem statement?
- A. Model building
- B. Operationalize
- C. Model planning
- D. Discovery
Answer: D
Explanation:
The Discovery phase involves understanding the business problem by conducting project sponsor interviews, gathering requirements, and drafting a problem statement to define the analytic objectives clearly.
NEW QUESTION # 273
In a decision tree, what is an example of a pure node?
- A. 25 positives; 75 negatives
- B. 75 positives; 25 negatives
- C. 100 positives; 0 negatives
- D. 50 positives; 50 negatives
Answer: C
NEW QUESTION # 274
A call center for a large electronics company handles an average of 35, 000 support calls a day. The head of the call center would like to optimize the staffing of the call center during the rollout of a new product due to recent customer complaints of long wait times.
You have been asked to create a model to optimize call center costs and customer wait times.
The goals for this project include:
1. Relative to the release of a product, how does the call volume change over time?
2. How to best optimize staffing based on the call volume for the newly released product, relative to old products.
3. Historically, what time of day does the call center need to be most heavily staffed?
4. Determine the frequency of calls by both product type and customer language.
Which goals are suitable to be completed with MapReduce?
- A. Goal 1 and 3
- B. Goals 1, 2, 3, 4
- C. Goals 2, 3, 4
- D. Goal 2 and 4
Answer: D
NEW QUESTION # 275
Refer to the exhibit.
You have scored your Naive bayesian classifier model on a hold out test data for cross validation and determined the way the samples scored and tabluated them as shown in the exhibit.
What are the Precision and Recall rate of the model?
- A. Precision = 277/262 Recall = 288/262
- B. Precision = 288/262 Recall = 277/262
- C. Precision = 262/277 Recall = 262/288
- D. Precision =262/288 Recall = 262/277
Answer: C
NEW QUESTION # 276
What is required in a presentation for project sponsors?
- A. Data warehouse design changes
- B. The "Big Picture" takeaways for executive level stakeholders
- C. Line by line review of the developed code
- D. Detailed statistical basis for the modeling approach used in the project
Answer: B
NEW QUESTION # 277
......
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