Hadoop Course Content @ A1 Trainingss

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A1 Trainings Offers Hadoop Online Training institute in Hyderabad,india for more details Email:contact@a1tra

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Hadoop Course Content :

Hadoop Course Content A1 Trainings

Email:contact@a1trainings.com Ph:+91 7680813158  :

Course Objective Summary During this course, you will learn: • Introduction to Big Data and Hadoop  • Hadoop ecosystem - Concepts • Hadoop Map-reduce concepts and features • Developing the map-reduce Applications • Pig concepts • Hive concepts • Oozie workflow concepts • Flume Concepts • Hue Concepts • HBASE Concepts • Real Life Use Cases Email:contact@a1trainings.com Ph:+91 7680813158  

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Virtual box/VM Ware • Basics • Installations • Backups • Snapshots Linux • Basics • Installations • Commands Hadoop • Why Hadoop? • Scaling • Distributed Framework • Hadoop v/s RDBMS • Brief history of Hadoop Email:contact@a1trainings.com Ph:+91 7680813158  

Email:contact@a1trainings.com Ph:+91 7680813158  :

Setup Hadoop • Pseudo mode • Cluster mode • Ipv6 • Ssh • Installation of java, Hadoop • Configurations of Hadoop • Hadoop Processes ( NN, SNN, JT, DN, TT) • Temporary directory • UI • Common errors when running Hadoop cluster, solutions Email:contact@a1trainings.com Ph:+91 7680813158  

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HDFS- Hadoop distributed File System • HDFS Design and Architecture • HDFS Concepts • Interacting HDFS using command line • Interacting HDFS using Java APIs • Dataflow • Blocks • Replica Hadoop Processes • Name node • Secondary name node • Job tracker • Task tracker • Data node Email:contact@a1trainings.com Ph:+91 7680813158  

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Map Reduce • Developing Map Reduce Application • Phases in Map Reduce Framework • Map Reduce Input and Output Formats • Advanced Concepts • Sample Applications • Combiner Joining datasets in Mapreduce jobs • Map-side join • Reduce-Side join Email:contact@a1trainings.com Ph:+91 7680813158  

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Map reduce – customization • Custom Input format class • Hash Partitioner • Custom Partitioner • Sorting techniques • Custom Output format class Hadoop Programming Languages :- I).HIVE • Introduction • Installation and Configuration • Interacting HDFS using HIVE • Map Reduce Programs through HIVE • HIVE Commands • Loading, Filtering, Grouping…. • Data types, Operators….. • Joins, Groups…. • Sample programs in HIVE Email:contact@a1trainings.com Ph:+91 7680813158  

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II).PIG • Basics • Installation and Configurations • Commands…. OVERVIEW HADOOP DEVELOPER Introduction The Motivation for Hadoop • Problems with traditional large-scale systems • Requirements for a new approach Email:contact@a1trainings.com Ph:+91 7680813158  

Email:contact@a1trainings.com Ph:+91 7680813158  :

Hadoop: Basic Concepts • Map-side join • Reduce-Side join Introduction • An Overview of Hadoop • The Hadoop Distributed File System • Hands-On Exercise • How MapReduce Works • Hands-On Exercise • Anatomy of a Hadoop Cluster • Other Hadoop Ecosystem Components Email:contact@a1trainings.com Ph:+91 7680813158  

Email:contact@a1trainings.com Ph:+91 7680813158  :

Writing a MapReduce Program • The MapReduce Flow • Examining a Sample MapReduce Program • Basic MapReduce API Concepts • The Driver Code • The Mapper • The Reducer • Hadoop’s Streaming API • Using Eclipse for Rapid Development • Hands-on exercise • The New MapReduce API Email:contact@a1trainings.com Ph:+91 7680813158  

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Common MapReduce Algorithms • Sorting and Searching • Indexing • Machine Learning With Mahout • Term Frequency – Inverse Document Frequency • Word Co-Occurrence • Hands-On Exercise. PIG Concepts.. • Data loading in PIG. • Data Extraction in PIG. • Data Transformation in PIG. • Hands on exercise on PIG. Email:contact@a1trainings.com Ph:+91 7680813158  

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Hive Concepts. • Hive Query Language. • Alter and Delete in Hive. • Partition in Hive. • Indexing. • Joins in Hive.Unions in hive. • Industry specific configuration of hive parameters. • Authentication & Authorization. • Statistics with Hive. • Archiving in Hive. • Hands-on exercise Working with Sqoop • Introduction. • Import Data. • Export Data. • Sqoop Syntaxs. • Databases connection. • Hands-on exercise Email:contact@a1trainings.com Ph:+91 7680813158  

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Working with Flume ------------02 Hours • Introduction. • Configuration and Setup. • Flume Sink with example. • Channel. • Flume Source with example. • Complex flume architecture. • OOZIE Concepts • IMPALA Concepts • HUE Concepts Reporting Tool: Tableau Software… 1.Tableau Fundamentals. 2.Tableau Analytics. 3.Visual Analytics. 4. Hands-on exercise Email:contact@a1trainings.com Ph:+91 7680813158  

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Thank You Email:contact@a1trainings.com Ph:+91 7680813158  

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