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Advanced Hadoop For Developers
Course Description
Overview
Apache Hadoop is one of the most popular frameworks for processing Big Data on clusters of servers. This course focuses on advanced programming techniques that will be beneficial to experienced Hadoop developers.Objectives
- Advanced Pig
- Advanced Hive
- Advanced HBase (SQL)
Audience
Prerequisites
- 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)
- Attended “Hadoop for Developers” or has working knowledge of Hadoop.
Topics
- Various Data Formats (JSON / Avro / Parquet)
- Compression Schemes
- Data Masking
- Labs : Analyzing different data formats; enabling compression
- 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
- User-defined Functions
- Compressed Tables
- Hive Performance Tuning
- Labs : creating compressed tables, evaluating table formats and configuration
- 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
Related Courses
-
Hadoop for Systems Administrators
OSUN-660- Duration: 3 Days
- Delivery Format: Classroom Training, Online Training
- Price: 1,755.00 USD
-
Hadoop for Developers
EJHD-125- Duration: 3
- Delivery Format: Classroom Training, Online Training
- Price: 2,100.00 USD
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