Hadoop Administration Training Online Certification Course

Intellipaat
Course Summary
Hadoop Administration training by Intellipaat will help you master Hadoop admin activities like planning, Installation, Monitoring, Configuration and performance tuning large complex Hadoop clusters. In this Hadoop admin online course you will learn to implement security using Kerberos and Hadoop yarn features using real life use cases. This course will prepare you for Cloudera CCA Administrator Exam (CCA131) Exam.
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Course Description
About Hadoop Administration Training Course
Become a Big Data Administrator by learning concepts of Hadoop and implement advanced operations on Hadoop ClustersThis Hadoop Administration Training Course will provide you with all the skills in order to successful work as a Hadoop Administrator. This Course includes fundamentals of Hadoop, Hadoop Clusters, HDFS, MapReduce and HBase. The training will make you proficient in working with Hadoop clusters and deploy that knowledge on real world projects.
What you will learn in this Hadoop admin Training Course?
- Learn about Hadoop Architecture and its main components
- Learn Hadoop installation and configuration
- Deep dive into Hadoop Distributed File System (HDFS)
- Understand MapReduce abstraction and its working
- Troubleshoot cluster issues and recover from Node failures
- Learn about Hive, Pig, Ooozie, Sqoop and Flume
- Optimize Hadoop cluster for high performance
- Prepare for the Cloudera Certified Administrator for Apache Hadoop
Who should take this Hadoop admin certification Training Course?
- Hadoop Developers, Admin and Architects
- IT managers, Support Engineers, QA professionals
What are the prerequisites for taking this Hadoop admin online training Course?
No prerequisites required for taking this training. Having a basic knowledge of Linux can help.Why should you take the Hadoop Administration Online training Course?
- Global Hadoop Market to Reach $84.6 Billion by 2021 – Allied Market Research
- Shortage of 1.4 -1.9 million Big Data Hadoop Analysts in US alone by 2018– Mckinsey
- Hadoop Administrator in the US can get a salary of $123,000 – indeed.com
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Course Syllabus
Hadoop Admin Course Content
Installation of Hadoop and Hadoo EcosystemsInstallation of Hadoop components and ecosystems – Hive, Sqoop, Pig, Scala and SparkIntroduction to Big Data Hadoop. Understanding HDFS & MapreduceIntroduction to Big Data & Hadoop and its Ecosystem, Map Reduce and HDFS – The importance of Big Data, how Hadoop fit into the framework, Hadoop Distributed File System – Replications, Block Size, Secondary Name node, High Availability. YARN – Resource Manager, Node Manager. Lab 1: Working with HDFSDeep Dive in MapreduceHow Mapreduce Works, How Reducer works, How Driver works, Combiners, Partitioners, Input Formats, Output Formats, Shuffle and Sort. Lab 2: Writing Word Count Program.Hadoop Administration – Multi Node Cluster Setup using Amazon ec2How to create a Hadoop cluster with 4 nodes, working with cluster and deploying a MapReduce job, how to write a MapReduce code and setting up the Cloudera ManagerHadoop Administration – Cluster ConfigurationThe significance of the configuration files, overview of the configuration values and parameters, the parameters of Hadoop distributed file system, setting up the Hadoop environment, detailed configuration files like ‘Include’ and ‘Exclude’, the directory structure and files of Name node and Data node, Edit log and File system image for Hadoop administration and maintenance. Hands-on Exercise: Performance tuning of MapReduce.Hadoop Administration – Maintenance, Monitoring and TroubleshootingDeploying the checkpoint procedure, working with Metadata, data backup, safe mode, name node failure and recovery procedure, troubleshooting to resolve the various problems, knowing what to look for, node removal and more, the best practices in using the JMX tool for cluster monitoring, working with stack traces, using logs to monitor and troubleshoot, deploying the various open source tools for cluster monitoring, how to deploy the Job Scheduler, the process of job submission flow in MapReduce, scheduling of jobs on the same cluster, FIFO scheduling, Fair Scheduler configuration. Hands-on Exercise: Working with the MapReduce file system recovery.Securing Hadoop Cluster with Kerbrose and other Advance topicsHadoop advanced administration, Quorum Journal Manager, HDFS security and configuring Hadoop federation, the Hadoop platform security fundamentals, the process to secure the Hadoop platform, the importance of Kerberos, integrating with the Hadoop platform, Hadoop cluster configuration with Kerberos.Hadoop Admin ProjectProject 1 : Streaming Twitter Data using Flume Topics:This project is associated with giving you hands-on experience in deploying Apache Flume for extracting Twitter streaming data and getting it into Hadoop for analysis. You will learn to handle high volumes data spikes, horizontal data scaling to accommodate increased data volumes and data delivery guarantee.Project 2 : Hive & Impala comparisonTopics–Installation of CDH5 Apache Hive and Apache Impala, comparing the two tools for data querying, the advantages of Hive as a data warehouse for summarization and analysis, the advantage of Impala as a massively parallel processing and SQL like querying engine for high speed querying of data in HDFS.