Live Virtual Classroom

Hadoop Course

Hadoop Course summary

The Apache™ Hadoop® project is an open-source software project that develops reliable, scalable, distributed computing. The Apache Hadoop software library is a framework. It provides fast and secure storage and retrieval of large data sets. It applies distributed processing of large data sets. The data sets are saved and distributed across clusters of computers using very simple programming models. This technology is designed to scale up from single servers to thousands of machines, each offering local computation and storage.

Hadoop Course Desciption

This course introduces the principles briefly as an general introduction to Apache Hadoop.

Concepts: Unstructured Database Concepts


The problem space and example applications
Why don’t traditional approaches scale?
Requirements
Hadoop Background


Hadoop History
The ecosystem and stack: HDFS, MapReduce, Hive, Pig…
Cluster architecture overview
Development Environment


Hadoop distribution and basic commands
Eclipse development
HDFS Introduction


The HDFS command line and web interfaces
The HDFS Java API (lab)
MapReduce Introduction


Key philosophy: move computation, not data
Core concepts: Mappers, reducers, drivers
The MapReduce Java API (lab)
Real-World MapReduce


Optimizing with Combiners and Partitioners (lab)
More common algorithms: sorting, indexing and searching (lab)
Testing with MRUnit
Higher-level Tools


Patterns to abstract “thinking in MapReduce”
The Cascading library (practical)
§ The Hive database (practical)

What is included in the Hadoop Courses:
  • Hadoop Course Certificate on completion
  • Hadoop Course notes
  • Practical Hadoop Course exercises, Hadoop Course Homework / Hadoop Course Revision work
  • After the course, 1 free session for questions online Hadoop Course via Gotomeeting.com.
  • Max group size on this Hadoop Course is 4.
Special Offers
PCWorkshops London
Special Offer on the 'Visual Data with Power BI' Webinar
Read More
PCWorkshops Manchester
Special Offer: Python 3-weeks online Boot Camp
Read More
PCWorkshops Birmingham
Special Offer on the 'SQL Queries in 1-Day' webinar
Read More
PCWorkshops Southend-on-Sea
Special Offer on the 'Java Cross-Over for Coders' Webinar
Read More

Request a Free Webinar Demo

Try a 30 minutes webinar free. Choose you own topic from our course list.