Big Data: Understanding the 4Vs

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Questions and Answers

What is the primary purpose of the HDFS component in Hadoop?

  • To visualize large amounts of data
  • To store data across multiple machines (correct)
  • To manage resource allocation for processing data
  • To provide a programming model for parallel processing

Which data visualization technique is best suited for representing parts of a whole?

  • Pie Charts (correct)
  • Scatter Plots
  • Histograms
  • Bar Charts

What is the main advantage of using Hadoop over traditional data processing systems?

  • Ability to process smaller datasets
  • Simplified data visualization
  • Cost-effectiveness due to commodity hardware (correct)
  • Faster processing times

Which tool is commonly used for geospatial data representation?

<p>Maps (B)</p>
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What is the primary function of YARN in Hadoop?

<p>To manage resource allocation for processing data (A)</p>
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Which data visualization technique is used to display relationships between two variables?

<p>Scatter Plots (A)</p>
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What is the purpose of the MapReduce programming model in Hadoop?

<p>To allow parallel processing of massive datasets (B)</p>
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Which tool is commonly used for creating interactive visualizations?

<p>Shiny (A)</p>
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What is the main difference between a bar chart and a histogram?

<p>Bar charts are used for categorical data, while histograms are used for numerical data (B)</p>
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What is the primary advantage of using data visualization techniques?

<p>To gain insights and understand complex data (A)</p>
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