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Introduction to Big Data

Xebia's One day Big Data workshop will enable participants to understand high level overview of Big Data ecosystem. The participants will understand limitations of existing key data management technologies and how Big Data open source technologies like NoSQL, Hadoop etc. can complement key existing solutions.

Target Group & Prerequisites:

Participant should have knowledge of Relational databases.

Laptop is not required as demo will be done by instructor.

Agenda

  • Overview
    • Why Relational Databases?
    • What’s Missing in Relational Databases?
    • Big Data Problem - How it started?
    • How to solve it?
    • Big Data Kernel Architecture
    • Business Use cases
  • Key Distributed Storage Frameworks
    • HDFS
    • NoSQL Databases
    • Business Use cases
    • Demo of HDFS
  • Key Distributed Processing Frameworks
    • MapReduce v1 + MapReduce v2 on YARN
    • Spark
    • Demo of Spark
  • Key Distributed Analysis Frameworks
    • Hive, Impala and Pig
    • Demo of Hive, Impala and Pig
  • Key Distributed Ingestion Frameworks
    • Sqoop and Flume
    • Demo of Sqoop
  • How a typical Big Data Architecture looks like?
  • Roles in Big Data Project
  • Next Steps

http://training.xebia.in/big-data/introduction-to-big-data