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ES: HBase For Developers

<ul><li>Big Data ecosystem</li><li>NoSQL overview</li><li>CAP theorem</li><li>When is NoSQL appropriate</li><li>Columnar storage</li><li>HBase and NoSQL</li></ul>

Introduction to Big Data & NoSQL

<ul><li>Concepts and Design</li><li>Architecture (HMaster and Region Server)</li><li>Data integrity</li><li>HBase ecosystem</li><li>Lab : Exploring HBase</li></ul>

HBase Intro

<ul><li>Namespaces, Tables and Regions</li><li>Rows, columns, column families, versions</li><li>HBase Shell and Admin commands</li><li>Lab : HBase Shell</li></ul>

HBase Data model

<ul><li>Introduction to Java API</li><li>Read / Write path</li><li>Time Series data</li><li>Scans</li><li>Map Reduce</li><li>Filters</li><li>Counters</li><li>Co-processors</li><li>Labs (multiple) : Using HBase Java API to implement  time series , Map Reduce, Filters and counters.</li></ul>

Accessing HBase using Java API

<ul><li>Students are presented with real world use cases</li><li>Students work in groups to come up with design solutions</li><li>Discuss / critique and learn from multiple designs</li><li>Labs : implement a scenario in HBase</li></ul>

HBase schema Design : Group session

<ul><li>Understanding HBase under the hood</li><li>Memfile / HFile / WAL</li><li>HDFS storage</li><li>Compactions</li><li>Splits</li><li>Bloom Filters</li><li>Caches</li><li>Diagnostics</li></ul>

HBase Internals

<ul><li>Hardware selection</li><li>Install methods</li><li>Common configurations</li><li>Lab : installing HBase</li></ul>

HBase installation and configuration

<ul><li>Developing applications using HBase</li><li>Interacting with other Hadoop stack (MapReduce, Pig, Hive)</li><li>Frameworks around HBase</li><li>Advanced concepts (co-processors)</li><li>Labs : writing HBase applications</li></ul>

HBase eco-system

<ul><li>Monitoring tools and practices</li><li>Optimizing HBase</li><li>HBase in the cloud</li><li>Real world use cases of HBase</li><li>Labs : checking HBase vitals</li></ul>

Monitoring And Best Practices

Comfortable in Java programming language (navigate Linux command line , edit files with vi / nano)

Comfortable with Java programming language

Oracle Database

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HBase architecture & design, hBase internals, using APIs to interact with HBase, data modeling on HBase.

ES: HBase For Developers Training

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