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SADGURU TECHNOLOGIES - 04040154733 8179736190 www.sadgurutechnologies.com 1. Intro to Hadoop, BigData • What is Big...

  • Category: Language Classes
  • Published: 11/03/2016
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    SADGURU TECHNOLOGIES - 04040154733 8179736190 www.sadgurutechnologies.com 1. Intro to Hadoop, BigData • What is BigData? • Parallel Computer vs. Distributed Computing • Brief history of Hadoop • RDBMS/SQL vs. Hadoop • Scaling with Hadoop • Intro to the Hadoop ecosystem • Optimal hardware and network configurations for Hadoop 2. HDFS – Hadoop Distributed File System • Linux File system options • NameNode architecture • Secondary NameNode architecture • DataNode architecture • Heartbeats, Rack Awareness, Health Check • Exploring the HDFS Web UI LAB #2: HDFS CMD Line 3. Beginning MapReduce • MapReduce Architecture • JobTracker/TaskTracker • Combiner • Partitioner • Shuffle and Sort • Exploring the MapReduce Web UI • Walkthrough of a simple Java MapReduce example • Use case: Word Count in MapReduce LAB #3: Running MapReduce in Java 4. Advanced MapReduce • Data Types and File Formats. • Driver, Mapper & Reducer Class Code. • Build Map & Reduce programs using Eclipse. • Serialization and File-Based Data Structures • Input/output formats • Counters • Run Map Reduce locally and on cluster. LAB #4: Java MapReduce API


    5. Hive for Structured Data • Hive architecture • Hive vs. RDBMS • HiveQL and Hive Shell • Managing tables • Data types and schemas • Querying data • Partitions and Buckets • Intro to User Defined Functions LAB #5: Exploring Hive Commands


    6. Overview of NoSql and HBase • Introduction of NoSql. • CAP Theorem. • HBase architecture • HBase versions and origins • HBase vs. RDBMS • Data Modeling • Column Families and Regions LAB #6: Intro to HBase Command Line 7. Working with Sqoop • Introduction to Sqoop • Import Data • Export Data • Sqoop Syntaxes • Database Connection Lab#7: Hands on exercise on Sqoop and mysql DB. Thanks & Regards, SADGURU TECHNOLOGIES H. No: 7-1-621/10, Flat No: 102, Sai Manor Apartment, S.R. Nagar Main Road, Hyderabad-500038, Landmark: Beside Umesh Chandra Statue, Approach Road Parallel to Main Road Mob: 91-8179736190, Ph: 040-40154733 USA: +1 (701) 660-0529



    Phone Number : 8179736190

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