Course

Explain Big Data Concepts and Distributed Storage and Processing Architectures

Module: Big Data Engineering · Chapter 7 · Topic 1

Learning Objectives

At the end of this topic, you will be able to:

  1. Explain big data concepts and the 5 Vs (Volume, Velocity, Variety, Veracity, Value).
  2. Distinguish structured, semi-structured, and unstructured data.
  3. Explain distributed storage architectures, including HDFS and object storage.
  4. Describe distributed processing frameworks, including MapReduce and Apache Spark.
  5. Explain the difference between batch and stream processing.
  6. Identify Hadoop ecosystem components and map them to their roles.
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