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Big Data Hadoop Certification Training Course
Curriculum
10 Sections
67 Lessons
50 Hours
Expand all sections
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Apache Hadoop
13
1.1
Introduction to Big Data & Hadoop Fundamentals
1.2
Dimensions of Big Data
1.3
Type of Data generation
1.4
Apache ecosystem & its projects
1.5
Hadoop distributors
1.6
HDFS core concepts
1.7
Modes of Hadoop Employment
1.8
HDFS Flow architecture
1.9
HDFS MrV1 vs. MrV2 architecture
1.10
Types of Data compression techniques
1.11
Rack topology
1.12
HDFS utility commands
1.13
Min h/w requirements for cluster & property files changes
MapReduce Framework
8
2.1
Introduction to MapReduce
2.2
MapReduce Design flow
2.3
MapReduce Program (Job) execution
2.4
Types of Input Formats & Output Formats
2.5
MapReduce Datatypes
2.6
Performance tuning of MapReduce jobs
2.7
Counters techniques
2.8
Hands-on
Apache Hive
8
3.1
Introduction to Hive & features
3.2
Hive architecture flow
3.3
Types of hive tables flow
3.4
DML/DDL commands explanation
3.5
Partitioning logic
3.6
Bucketing logic
3.7
Hive script execution in shell & HUE
3.8
Hands-on
Apache Pig
6
4.1
Introduction to Pig Concepts
4.2
Pig modes of execution/storage concepts
4.3
Pig program logics explanation
4.4
Pig basic commands
4.5
Pig script execution in shell/HUE
4.6
Hands-on
Apache HBase
7
5.1
Introduction to Hbase concepts
5.2
Introduction to NoSQL/CAP theorem concepts
5.3
Hbase design/architecture flow
5.4
Hbase table commands
5.5
Hive + Hbase integration module/jars deployment
5.6
Hbase execution in shell/HUE
5.7
Hands-on
Apache Sqoop
9
6.1
Introduction to Sqoop concepts
6.2
Sqoop internal design/architecture
6.3
Sqoop Import statements concepts
6.4
Sqoop Export Statements concepts
6.5
Quest Data connectors flow
6.6
Incremental updating concepts
6.7
Creating a database in MySQL for importing to HDFS
6.8
Sqoop commands execution in shell/HUE
6.9
Hands-on
Apache Flume
4
7.1
Introduction to Flume & features
7.2
Flume topology & core concepts
7.3
Property file parameters logic
7.4
Hands-on
Apache HUE
3
8.1
Introduction to Hue Design
8.2
Hue architecture flow/UI interface
8.3
Hands-on
Apache Zookeeper
4
9.1
Introduction to zookeeper concepts
9.2
Zookeeper principles & usage in the Hadoop Framework
9.3
Basics of Zookeeper
9.4
Hands-on
Administration concepts
5
10.1
Principles of Hadoop Administration & its Importance
10.2
Hadoop admin commands explanation
10.3
Balancer concepts
10.4
Rolling upgrade mechanism explanation
10.5
Hands-on
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