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| Section | Weight | Objectives |
|---|---|---|
| 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% | - Data cleaning and preparation - Extracting data from databases, web, and APIs - Data integration and transformation - Structured and unstructured data sources |
| Fundamentals of Data Analysis | 20% | - Data types and structures - Data quality and integrity - Data lifecycle management - Data governance and policies |
| Analyzing and Reporting Data | 25% | - Identifying trends, patterns, and correlations - Statistical analysis and interpretation - Designing effective reports and dashboards - Presenting data insights for decision-making |
| Introduction to Big Data | 15% | - Big Data storage and processing - Cloud-based data environments - Big Data characteristics and concepts |
1. How can data be captured and analyzed from Hadoop-based environments?
A) By integrating Hadoop with Tableau Public
B) By using SQL queries on Hadoop clusters
C) By exporting data from Hadoop to Excel for analysis
D) By utilizing specialized data analysis software
2. Why is data analysis important in content planning?
A) It increases marketing expenses
B) It is unrelated to content planning
C) It provides creative ideas for content
D) It helps in determining the effectiveness of content strategy
3. How does Google Fusion Tables contribute to data analysis?
A) By automating the data capture process
B) By providing advanced data mining algorithms
C) By enabling real-time collaboration on data analysis projects
D) By offering cloud-based data storage and analysis
4. Why is it important to backup a database regularly?
A) To speed up data analysis processes
B) To minimize data storage costs
C) To prevent unauthorized access to the data
D) To restore data in case of system failures or data loss
5. Which of the following tools is best suited for analyzing and visualizing data from different sources in a collaborative environment?
A) OpenRefine
B) Google Fusion Tables
C) Tableau Public
D) Rapid Miner
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: C |
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