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Best IT Training Institute in Ahmedabad
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Big Data with Hadoop Spark Scala Kafka
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Course Content
1. Hadoop Big Data
0/7
1.1 Big Data Introduction
1.2 Apache Hadoop and the Hadoop Ecosystem
1.3 Basic Java Overview for Hadoop
1.4 Getting started with Cloudera QuickStart VM
1.5 Apache Hadoop File Storage
1.6 Distributed Processing on an Apache Hadoop Cluster
1.7 MapReduce
2. Hadoop Ecosystem
0/6
2.1 Data Analysis using Pig
2.2 Data Analysis using Hive
2.3 Data Integration using Sqoop
2.4 Real time data streaming Flume
2.5 Hadoop No Sql database HBase
2.6 Zookeeper
3. Spark| Scala| Kafka
0/17
3.1 Scala Basics
3.2 Scala Programming
3.3 Programming with RDDs
3.4 Transforming Data with RDDs
3.5 Introduction to Pair RDDs
3.6 Spark SQL:DataFrames and Schemas
3.7 Querying tables using Spark SQL
3.8 Working with Datasets in Scala
3.9 Writing, Configuring, and Running Apache Spark Applications
3.10 Apache Spark Streaming: Introduction to D Streams
3.11 Apache Spark Streaming: Processing Multiple Batches
3.12 Apache Spark Streaming: Data Sources
3.13 Message Processing with Apache Kafka
3.14 Capturing Data with Apache Flume
3.15 Integrating Apache Flume and Apache Kafka
3.16 Hadoop on Google Cloud
3.17 Hadoop on AWS
Big Data with Hadoop Spark Scala Kafka
About Lesson
Why Scala?
Data Types,Variables
Operators
While Loop
Do While Loop
For Loop
Loop Control Statement
Control Structures
Functions,Comments
ArrayBuffer
Tuples
Map
Sets