Training Cloudera

Training goals dlearning

code: CL-TAHB

This four-day training course for Apache HBase enables participants to store and access massive quantities of multi-structured data and perform hundreds of thousands of operations per second.

Apache HBase is a distributed, scalable, NoSQL database built on Apache Hadoop. HBase can store data in massive tables consisting of billions of rows and millions of columns, serve data to many users and applications in real time, and provide fast, random read/write access to users and applications.

Through instructor-led discussion and interactive, hands-on exercises, participants will navigate the Hadoop ecosystem, learning topics such as:

  • The use cases and usage occasions for HBase, Hadoop, and RDBMS
  • Using the HBase shell to directly manipulate HBase tables
  • Designing optimal HBase schemas for efficient data storage and recovery
  • How to connect to HBase using the Java API, configure the HBase cluster, and administer an HBase cluster
  • Best practices for identifying and resolving performance bottlenecks

Conspect Show list

  1. Introduction
  2. Introduction to Hadoop and HBase
    • What Is Big Data?
    • Introducing Hadoop
    • Hadoop Components
    • What Is HBase?
    • Why Use HBase?
    • Strengths of HBase
    • HBase in Production
    • Weaknesses of HBase
  3. HBase Tables
    • HBase Concepts
    • HBase Table Fundamentals
    • Thinking About Table Design
  4. The HBase Shell
    • Creating Tables with the HBase Shell
    • Working with Tables
    • Working with Table Data
  5. HBase Architecture Fundamentals
    • HBase Regions
    • HBase Cluster Architecture
    • HBase and HDFS Data Locality
  6. HBase Schema Design
    • General Design Considerations
    • Application-Centric Design
    • Designing HBase Row Keys
    • Other HBase Table Features
  7. Basic Data Access with the HBase API
    • Options to Access HBase Data
    • Creating and Deleting HBase Tables
    • Retrieving Data with Get
    • Retrieving Data with Scan
    • Inserting and Updating Data
    • Deleting Data
  8. More Advanced HBase API Features
    • Filtering Scans
    • Best Practices
    • HBase Coprocessors
  9. HBase on the Cluster
    • How HBase Uses HDFS
    • Compactions and Splits
  10. HBase Reads and Writes
    • How HBase Writes Data
    • How HBase Reads Data
    • Block Caches for Reading
  11. HBase Performance Tuning
    • Column Family Considerations
    • Schema Design Considerations
    • Configuring for Caching
    • Dealing with Time Series and Sequential
  12. Data
    • Pre-Splitting Regions
  13. HBase Administration and Cluster Management
    • HBase Daemons
    • ZooKeeper Considerations
    • HBase High Availability
    • Using the HBase Balancer
    • Fixing Tables with hbck
    • HBase Security
  14. HBase Replication and Backup
    • HBase Replication
    • HBase Backup
    • MapReduce and HBase Clusters
  15. Using Hive and Impala with HBase
    • Using Hive and Impala with HBase
  16. Conclusion
Download conspect training as PDF

Additional information

Requirements
  • This course is appropriate for developers and administrators who intend to use HBase.
  • Prior experience with databases and data modeling is helpful, but not required.
  • Prior knowledge of Java is helpful.
  • Prior knowledge of Hadoop is not required, but Cloudera Developer Training for Apache Hadoop provides an excellent foundation for this course.
Difficulty level
Duration 3 days
Certificate

The participants will obtain certificates signed by Cloudera. This course helps prepare for a Cloudera Certified Specialist in Apache HBase (CCSHB) certification exam  https://www.cloudera.com/about/training.html. Certification is a great differentiator; it helps establish you as a leader in the field, providing employers and customers with tangible evidence of your skills and expertise.

Trainer

Certified Cloudera Instructor.

Other training Cloudera | Developer

Training thematically related

Programming

Big Data

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1780 EUR

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Traditional training

Sessions organised at Compendium CE are usually held in our locations in Kraków and Warsaw, but also in venues designated by the client. The group participating in training meets at a specific place and specific time with a coach and actively participates in laboratory sessions.

Dlearning training

You may participate from at any place in the world. It is sufficient to have a computer (or, actually a tablet, or smartphone) connected to the Internet. Compendium CE provides each Distance Learning training participant with adequate software enabling connection to the Data Center. For more information, please visit dlearning.eu site

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Ctab materials

Ctab materials: the price includes ctab tablet and electronic training materials or traditional training materials and supplies provided electronically according to manufacturer's specifications (in PDF or EPUB form). The materials provided are adapted for display on ctab tablets. For more information, check out the ctab website.

 

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    • English
    • General information
    • Guaranteed dates
    • Last minute (-10%)
    • Language of the training
    • English
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