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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Analysis Lifecycle | 28% | - Business Intelligence Overview - Requirements Gathering - Data Analysis Process Phases - Data Warehousing vs. Data Marts - Data Modeling |
| Topic 2: Data Governance and Security | 25% | - Data Governance Framework - Auditing and Documentation - Data Privacy Principles - Regulatory Compliance (GDPR, CCPA) - Data Protection Measures |
| Topic 3: Data Analysis Tools and Technologies | 25% | - Big Data Concepts - Data Visualization Principles - Spreadsheet Applications for Data Analysis - Statistical Analysis Basics - SQL and Database Querying |
| Topic 4: Data Analysis Fundamentals | 22% | - Data Identification and Classification - Data Collection and Storage - Data Quality Standards - Data Analysis Roles - Introduction to Data Analysis |
Question 1
How can transaction, payment, and inventory data be analyzed from various data sources?
A. By performing data mining and statistical analysis
B. By monitoring customer feedback and reviews
C. By conducting customer segmentation analysis
D. By implementing real-time data visualization tools
Question 2
What are the benefits of using office tools for reporting data in content planning?
A. Office tools have no impact on data reporting in content planning
B. Office tools are only suitable for offline reporting, not digital reporting
C. Using office tools complicates the data reporting process
D. They provide standardized templates and easy-to-use features for data visualization
Question 3
What is the primary function of Tableau Public?
A. To capture and analyze data from social media platforms
B. To perform statistical analysis on large datasets
C. To create interactive and visually appealing data visualizations
D. To clean and transform messy data for analysis
Question 4
How can content planning contribute to improving the overall user experience on a website or digital platform?
A. Content planning focuses only on keyword optimization, not user experience
B. User experience is solely determined by design and development teams, not content planners
C. It helps in creating relevant and engaging content that meets user needs
D. Content planning has no impact on user experience
Question 5
How does statistical programming contribute to data preparation for analysis?
A. It helps in data visualization and reporting
B. It applies statistical techniques to transform and manipulate data
C. It automates the data cleansing process
D. It generates random data samples for analysis
Solutions:
| Question 1 Answer: A | Question 2 Answer: D | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: B |
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