Advanced Hadoop using Pig, Hive, and HBase Training
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We offer private customized training for groups of 3 or more attendees.
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Course Description |
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| This course delves into data management in HDFS, advanced Pig, Hive, and
Hbase. These advanced programming techniques will be beneficial to
experienced Hadoop developers. Course Topics... Data Management in
HDFS... Advanced Pig ... Advanced Hive ... Advanced HBase
Course Length: 3 Days
Course Tuition: $1190 (US) |
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Prerequisites |
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| This course is intended for experienced software developers and architects who know the basics of Hadoop and looking for advanced programming techniques. | |
Course Outline |
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I. Data Management in HDFS
A. Various Data Formats (JSON / Avro / Parquet)
B. Compression Schemes
C. Data Masking
D. Labs
II. Advanced Pig
A. User-defined Functions
B. Introduction to Pig Libraries (ElephantBird / Data-Fu)
C. Loading Complex Structured Data using Pig
D. Pig Tuning
E. Labs
III. Advanced Hive
A. User-defined Functions
B. Compressed Tables
C. Hive Performance Tuning
D. Labs
IV. HBase
A. Advanced Schema Modeling
B. Compression
C. Bulk Data Ingest
D. Wide-table / Tall-table comparison
E. HBase and Pig
F. HBase and Hive
G. HBase Performance Tuning
H. Labs
V. Final Project
A. End-to-End Project includes use of Learned Technologies
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