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| Section | Weight | Objectives |
|---|---|---|
| Fundamentals of Data Analysis | 20% | - Data lifecycle management - Data quality and integrity - Data types and structures - Data governance and policies |
| Analyzing and Reporting Data | 25% | - Presenting data insights for decision-making - Designing effective reports and dashboards - Identifying trends, patterns, and correlations - Statistical analysis and interpretation |
| Introduction to Big Data | 15% | - Big Data characteristics and concepts - Cloud-based data environments - Big Data storage and processing |
| Tools for Capturing and Analyzing Data | 20% | - Spreadsheet tools - Data visualization tools - Open-source and commercial analysis tools - Using tools for data mining and discovery |
| Working with Data Sources | 20% | - Structured and unstructured data sources - Data cleaning and preparation - Extracting data from databases, web, and APIs - Data integration and transformation |
1. Which software tool is known for its capabilities in data cleansing and transformation?
A) Tableau Public
B) Google Fusion Tables
C) OpenRefine
D) Rapid Miner
2. How can data be obtained by working with various organization departments such as customer service, marketing, and sales?
A) By conducting surveys and questionnaires
B) By analyzing historical transaction data
C) By integrating data from different sources
D) By monitoring social media platforms
3. What happens during the data life cycle of an information system in content planning?
A) Data creation and initial storage
B) Data analysis and interpretation
C) Data visualization and reporting
D) Data deletion and obsolescence
4. What is the primary purpose of the R Project in data analysis?
A) To perform statistical analysis on data sets
B) To capture and store data from various sources
C) To manage and clean large datasets
D) To create graphical displays and visualizations
5. What is the purpose of creating a Frequently Asked Questions (FAQ) list to accompany a presentation?
A) FAQs are irrelevant in content planning
B) It adds unnecessary complexity to the presentation
C) It provides additional information for the audience's reference
D) FAQs hinder effective communication in presentations
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |
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