Content for Chapter 1, Big Data Technologies

Here is a detailed content of class sessions for Chapter 1 of module Big Data computing technologies (4th semester), BSC in Data Science for Responsible Business (Centrale Lyon & EM Lyon).

Part 1. Linked Open Data (LOD) technology and project.

• Teaching materials

  • Slides
  • Query examples with examples from the course (and other examples).

• Educational resources

  • Book (available at the Centrale Lyon library)

    • Learning SparQL, by Bob Ducharme, 2nd Edition, 2011, O’Reilly. (pdf copies can be found on the Internet!)

  • SparQL language reference

    • SparQL language from W3C.
    • SparQL By Example: The Cheat Sheet.
    • SparQL query-validator. As a bonus, it re-indents and improves the readability of your code!

  • Videos

    • Big Data in 5 minutes
    • What is Linked Open Data? (Introduction for students)
    • What is Linked Data ? (A short non-technical introduction to Linked Data)
    • SPARQL in 11 minutes

• Practical work

  • LOD with SparQL technology.

• LOD Project (in groups of 3 students)

  • Project expectations description.

Part 2. Hadoop framework

• Teaching materials

  • Slides

• Educational resources

  • Videos

    • Hadoop In 5 Minutes
    • What Is Hadoop? . 30 minutes introduction for beginners
    • HDFS Tutorial For Beginners. 43 minutes

• Practical works

  • Practice map-reduce.
  • Hadoop map-reduce with MrJob librairy.