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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Introduction to Big Data | 15% | - Big Data storage and processing - Big Data characteristics and concepts - Cloud-based data environments |
| Topic 2: Analyzing and Reporting Data | 25% | - Identifying trends, patterns, and correlations - Designing effective reports and dashboards - Presenting data insights for decision-making - Statistical analysis and interpretation |
| Topic 3: Working with Data Sources | 20% | - Data integration and transformation - Data cleaning and preparation - Structured and unstructured data sources - Extracting data from databases, web, and APIs |
| Topic 4: Tools for Capturing and Analyzing Data | 20% | - Data visualization tools - Open-source and commercial analysis tools - Spreadsheet tools - Using tools for data mining and discovery |
| Topic 5: Fundamentals of Data Analysis | 20% | - Data lifecycle management - Data quality and integrity - Data governance and policies - Data types and structures |
1. Among the following data structures, which one is most suitable for organizing data in a tabular format?
A) Tables
B) Trees
C) Files
D) Arrays
2. How can data be obtained by working with various organization departments such as customer service, marketing, and sales?
A) By integrating data from different sources
B) By analyzing historical transaction data
C) By conducting surveys and questionnaires
D) By monitoring social media platforms
3. Which type of data is sourced from social media, sales, accounting, and marketing for content planning?
A) Public data
B) Business data
C) Open data
D) Administrative data
4. How can data be captured and analyzed from Hadoop-based environments?
A) By exporting data from Hadoop to Excel for analysis
B) By integrating Hadoop with Tableau Public
C) By utilizing specialized data analysis software
D) By using SQL queries on Hadoop clusters
5. How can KNIME be used in data analysis?
A) To create interactive data visualizations
B) To capture and analyze data from social media platforms
C) To perform statistical analysis on large datasets
D) To design and execute data processing workflows
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: D |
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