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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
11.0
Introduction to Big Data & Hadoop Fundamentals
11.1
Dimensions of Big Data
11.2
Type of Data generation
11.3
Apache ecosystem & its projects
11.4
Hadoop distributors
11.5
HDFS core concepts
11.6
Modes of Hadoop Employment
11.7
HDFS Flow architecture
11.8
HDFS MrV1 vs. MrV2 architecture
11.9
Types of Data compression techniques
11.10
Rack topology
11.11
HDFS utility commands
11.12
Min h/w requirements for cluster & property files changes
MapReduce Framework
8
12.0
Introduction to MapReduce
12.1
MapReduce Design flow
12.2
MapReduce Program (Job) execution
12.3
Types of Input Formats & Output Formats
12.4
MapReduce Datatypes
12.5
Performance tuning of MapReduce jobs
12.6
Counters techniques
12.7
Hands-on
Apache Hive
8
13.0
Introduction to Hive & features
13.1
Hive architecture flow
13.2
Types of hive tables flow
13.3
DML/DDL commands explanation
13.4
Partitioning logic
13.5
Bucketing logic
13.6
Hive script execution in shell & HUE
13.7
Hands-on
Apache Pig
6
14.0
Introduction to Pig Concepts
14.1
Pig modes of execution/storage concepts
14.2
Pig program logics explanation
14.3
Pig basic commands
14.4
Pig script execution in shell/HUE
14.5
Hands-on
Apache HBase
7
15.0
Introduction to Hbase concepts
15.1
Introduction to NoSQL/CAP theorem concepts
15.2
Hbase design/architecture flow
15.3
Hbase table commands
15.4
Hive + Hbase integration module/jars deployment
15.5
Hbase execution in shell/HUE
15.6
Hands-on
Apache Sqoop
9
16.0
Introduction to Sqoop concepts
16.1
Sqoop internal design/architecture
16.2
Sqoop Import statements concepts
16.3
Sqoop Export Statements concepts
16.4
Quest Data connectors flow
16.5
Incremental updating concepts
16.6
Creating a database in MySQL for importing to HDFS
16.7
Sqoop commands execution in shell/HUE
16.8
Hands-on
Apache Flume
4
17.0
Introduction to Flume & features
17.1
Flume topology & core concepts
17.2
Property file parameters logic
17.3
Hands-on
Apache HUE
3
18.0
Introduction to Hue Design
18.1
Hue architecture flow/UI interface
18.2
Hands-on
Apache Zookeeper
4
19.0
Introduction to zookeeper concepts
19.1
Zookeeper principles & usage in the Hadoop Framework
19.2
Basics of Zookeeper
19.3
Hands-on
Administration concepts
5
20.0
Principles of Hadoop Administration & its Importance
20.1
Hadoop admin commands explanation
20.2
Balancer concepts
20.3
Rolling upgrade mechanism explanation
20.4
Hands-on
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