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Karalo secondary school Grade 12 IT Worksheet 1st semester Final Exam2017
  1. refers to a collection of data sources that are so massive and complex that they become challenging to process using typical data processing software or readily available database management tools.
    A. Big data
    B. Project Management
    C. Communication
    D. All
  2. Which one of the following is Characteristics of Big data?
    A. Volume
    B. Variety
    C. Velocity
    D. Veracity
    E. All
  3. Which one of the following is Characteristics of Big data refers to the nature of data that whether it is structured, unstructured, and semi-structured data.
    A. Volume
    B. Variety
    C. Velocity
    D. Veracity
    E. All
  4. Which one of the following is Characteristics of Big data refers to the speed at which data is being created in real time?
    A. Volume
    B. Variety
    C. Velocity
    D. Veracity
    E. All
  5. Which one correct is the amount of valuable, reliable, and trustworthy data that needs to be stored, processed, and analyzed to find insights?
    A. Volume
    B. Variety
    C. Velocity
    D. value
    E. All
  6. Indicates huge ‘volumes’ of data that are being generated daily from various sources, like social media platforms, business processes, machines.
    A. Volume
    B. Variety
    C. Velocity
    D. Veracity
    E. All
  7. means the degree of reliability that the data has to offer.
    A. Volume
    B. Variety
    C. value
    D. Veracity
    E. All
  8. List and describe Benefits of Big data?
  9. List and describe Application of Big data?
  10. List and describe Challenges of Big data?
  11. Define Cloud computing?
  12. List and describe benefits of cloud computing?
  13. List and describe Limitations of Cloud Computing?
  14. What are the types of Cloud Computing and define each?
  15. Write Cloud Computing Services?
  16. Define Fog Computing?
  17. Define Internet of Things (IoT)?
  18. List the advantages of IoT?
  19. List the Limitations of IoT?
  20. List and describe component of IOT?
  21. List Application area of Internet of Things?
  22. What is
    Columns
    Tuples
    Records
    , Database
    , Rows
    RDBMS
    Fields
    DBMS
    , Attributes
    Tables
    Datatype
    Primary key
    Degree

Ask by Nunez Crawford. in Ethiopia
Jan 27,2025

Solución de inteligencia artificial de Upstudy

Respuesta verificada por el tutor

Responder

  1. A. Big data
    Big data refers to large and complex data collections that are difficult to process with traditional software.
  2. E. All
    Big data characteristics include Volume, Variety, Velocity, and Veracity.
  3. B. Variety
    Variety refers to the different types of data, including structured, unstructured, and semi-structured.
  4. C. Velocity
    Velocity refers to the speed at which data is generated in real time.
  5. D. Value
    Value refers to the quality and reliability of the data.
  6. A. Volume
    Volume refers to the large amount of data generated daily from various sources.
  7. D. Veracity
    Veracity refers to the reliability and accuracy of the data.
  8. Benefits of Big Data:
    • Better decision-making
    • Cost reduction
    • Improved customer experience
    • Innovation
  9. Applications of Big Data:
    • Healthcare
    • Finance
    • Retail
    • Manufacturing
  10. Challenges of Big Data:
    • Data privacy
    • Data quality
    • Integration
    • Skill gap
  11. Cloud Computing:
    Cloud computing provides on-demand access to computing resources over the internet.
  12. Benefits of Cloud Computing:
    • Cost efficiency
    • Scalability
    • Accessibility
    • Disaster recovery
  13. Limitations of Cloud Computing:
    • Downtime
    • Security risks
    • Limited control
    • Compliance issues
  14. Types of Cloud Computing:
    • Public Cloud
    • Private Cloud
    • Hybrid Cloud
  15. Cloud Computing Services:
    • Infrastructure as a Service (IaaS)
    • Platform as a Service (PaaS)
    • Software as a Service (SaaS)
  16. Fog Computing:
    Fog computing extends cloud computing to the edge of the network, processing data closer to the source.
  17. Internet of Things (IoT):
    IoT connects physical devices to the internet, enabling data collection and exchange.
  18. Advantages of IoT:
    • Automation
    • Efficiency
    • Enhanced data collection
    • Remote monitoring
  19. Limitations of IoT:
    • Security concerns
    • Interoperability issues
    • Data overload
    • Privacy issues
  20. Components of IoT:
    • Devices/Sensors
    • Connectivity
    • Data processing
    • User interface
  21. Application Areas of IoT:
    • Smart homes
    • Healthcare
    • Agriculture
    • Transportation
  22. Database Terms:
    • Columns: Vertical data divisions
    • Tuples: Rows in a table
    • Records: Complete data sets
    • Rows: Horizontal data divisions
    • RDBMS: Relational Database Management System
    • Fields: Individual data points
    • DBMS: Database Management System
    • Attributes: Data characteristics
    • Tables: Data structures
    • Datatype: Data type definitions
    • Primary Key: Unique record identifier
    • Degree: Number of attributes in a table

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Mind Expander

Big data has a fascinating historical background, as it evolved from the need to analyze large datasets that traditional computing methods couldn’t handle. The term “big data” gained popularity in the early 2000s, with advancements in storage technologies and algorithms. Companies began to realize that by harnessing data from various sources, they could unlock insights that drive decision-making and innovation across sectors, from healthcare to finance.
In the real world, big data is applied across numerous industries to improve efficiency and customer experiences. For instance, retailers analyze consumer buying patterns to optimize inventory and enhance marketing strategies. Similarly, healthcare providers utilize big data to track patient outcomes and improve treatment plans, ultimately leading to better patient care through personalized medicine. With the rise of IoT devices, the potential for big data applications is continually expanding!

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