COURSE ID | GES-HI |
DURATION | 39 hrs |
DELIVERY METHOD |
Classroom Instructor-led training (CILT) Online Instructor-led training ( OILT) |
RDBMS vs Hadoop
Ecosystem tour (9 products) Vendor comparison (Cloudera, Hortonworks, MapR, Amazon EMR) Hardware Recommendations
Heartbeats
Rack awareness Introduction to Hadoop FS and Processing Environment?s UIs How to read and write files Basic Unix commands for Hadoop Hadoop ?FS shell Hadoop releases practical Hadoop daemons practical? Hive IntroductionMeta storage and meta store Hive Data types HQL DDL, DML and sub languages of Hive Internal , external and Temp tables in Hive Differentiation between SQL based Datawarehouse and Hive? Hive releases Why Hive is not best solution for OLTP OLAP in Hive Partitioning Bucketing Hive Architecture Hue Interface for Hive Complex Use cases in Hive Hive Advanced Assignment Real time scenarios of Hive POC on Pig and Hive , With real time data sets and problem statements? End to End execution flow of Map Reduce jobDifferent tasks in Map Reduce job Introduction to Combiner Introduction to Partitioner POC based on Pig, Hive, HDFS, MR? Introduction to NOSQLWhy NOSQL if SQL is in market since several years Databases in market based on NOSQL OLTP Solutions with different capabilities Which Nosql based solution is capable to handle specific requirements Examples of companies like Google, Facebook, Amazon, and other clients who are using NOSQL based databases HBase Architecture of column families?Introduction to HBase Introduction to other NOSQL based data models Drawbacks of Hadoop Why Hadoop can?t work for real time processing HBase table and column family structure HBase versioning concept HBase flexible schema HBase Advanced? How Zookeeper helps in Hadoop Ecosystem How to load data from Relational storage in Hadoop Sqoop basics Sqoop practical implementation Sqoop alternative Sqoop connector Quick revision of previous classes to fill the gap in your understanding and correct understandings Nifi YARN vs v1 of hadoop Introduction to YARN Significance of YARN? Real time Hadoop usage Real time cluster introduction Hadoop real time project Real time problems and frequently faced errors with solution? Why Spark demand is increasing in market How can we use Spark with Hadoop Eco System Datasets for practice purpose? Spark use cases with ?real time scenarios Hive Introduction Differentiation between SQL based Datawarehouse and Hive? Hive releases Hive Data types DDL, DML and sub languages of Hive Hive Architecture Meta storage and meta store Internal , external and Temp tables in Hive Partitioning / Bucketing OLAP in Hive Why Hive is not best solution for OLTP UDFs in Hive HQL Real time scenarios of Hive Complex Use cases in Hive ther SQL on Hadoop Tools Hue Interface for Hive Hive Advanced Assignment |
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