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Advanced Hadoop for Developers Training Course

Nobleprog Limited

Course

Online

£ 2,750 VAT inc.

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Description

  • Type

    Course

  • Methodology

    Online

Apache Hadoop is one of the most popular frameworks for processing Big Data on clusters of servers. This course delves into data management in HDFS, advanced Pig, Hive, and HBase. These advanced programming techniques will be beneficial to experienced Hadoop developers.
Audience: developers
Duration: three days
Format: lectures (50%) and hands-on labs (50%).

About this course

comfortable with Java programming language (most programming exercises are in java)
comfortable in Linux environment (be able to navigate Linux command line, edit files using vi / nano)
a working knowledge of Hadoop.
Lab environment
Zero Install: There is no need to install hadoop software on students’ machines! A working hadoop cluster will be provided for students.
Students will need the following
a SSH client (Linux and Mac already have ssh clients, for Windows Putty is recommended)
a browser to access the cluster. We recommend Firefox browser

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Subjects

  • Data Management

Course programme

Section 1: Data Management in HDFS
  • Various Data Formats (JSON / Avro / Parquet)
  • Compression Schemes
  • Data Masking
  • Labs : Analyzing different data formats; enabling compression
Section 2: Advanced Pig
  • User-defined Functions
  • Introduction to Pig Libraries (ElephantBird / Data-Fu)
  • Loading Complex Structured Data using Pig
  • Pig Tuning
  • Labs : advanced pig scripting, parsing complex data types
Section 3 : Advanced Hive
  • User-defined Functions
  • Compressed Tables
  • Hive Performance Tuning
  • Labs : creating compressed tables, evaluating table formats and configuration
Section 4 : Advanced HBase
  • Advanced Schema Modelling
  • Compression
  • Bulk Data Ingest
  • Wide-table / Tall-table comparison
  • HBase and Pig
  • HBase and Hive
  • HBase Performance Tuning
  • Labs : tuning HBase; accessing HBase data from Pig & Hive; Using Phoenix for data modeling

Additional information

21 hours (usually 3 days including breaks)

See related categories

Advanced Hadoop for Developers Training Course

£ 2,750 VAT inc.

The best Analysis and Development courses

See all

See all