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Learn Big Data Hadoop: Hands-On for Beginner

person icon Bigdata Engineer

4.6

Learn Big Data Hadoop: Hands-On for Beginner

Learn Big Data Hadoop: Hands-On for Beginner

updated on icon Updated on Jun, 2024

language icon Language - English

person icon Bigdata Engineer

English [CC]

category icon Development,Big Data,Data Science

Lectures -256

Resources -4

Duration -13.5 hours

4.6

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Course Description

In this course, you will learn Big Data using Apache Hadoop. Why Hadoop? It is one of the most sought-after skills in the IT industry. The average salary in the US is $112,000 per year, up to an average of $160,000 in San Fransisco (source: Indeed).

This course is designed for Beginners in Apache Hadoop Development and looking out for a new job as Data Engineer, Big data Engineers or Developers,  Software Developer

The world of Hadoop and "Big Data" can be intimidating - hundreds of different technologies with cryptic names form the Hadoop ecosystem but you'll go hands-on and learn how to use them to solve real business problems! Understanding Hadoop is a highly valuable skill for anyone working at companies with large amounts of data.

You will learn how to use the most popular software in the Big Data industry at moment, using batch processing as well as realtime processing. 

We will also learn:

  • Introduction to Big Data

  • Three Vs of Big Data

  • How Big is BIG DATA?

  • How analysis of Big Data is useful for organizations?

  • What is Hadoop

  • Why Hadoop and its Use Cases

  • Different Ecosystems of Hadoop

  • Structured Unstructured Semi-Structured Data

  • Apache Hadoop 3.3.0 Single Node Installation on Windows 10

  • HDFS (Shell Commands Hands-On)

  • HDFS Architecture

  • Data Replication

  • HDFS Snapshots

  • YARN Architecture

You'll walk away from this course with a real, deep understanding of Hadoop and its associated distributed systems, and you can apply Hadoop to real-world problems. Plus a valuable completion certificate is waiting for you at the end!

Please note the focus on this course is on application development, not Hadoop administration. Although you will pick up some administration skills along the way.

Goals

  • Fundamentals of Big Data
  • Basics of Apache Hadoop
  • Hadoop Distributed File System (HDFS) hands on Commands
  • Basics of YARN Architecture
  • Installing Single Node Hadoop System on Windows 10 System
  • HDFS (Shell Commands Hands On)
  • HDFS Architecture
  • Data Replication
  • HDFS Snapshots

Prerequisites

  • You need to have Windows 10 Operating System in order to have a practical Experience
  • Minimum 8 GB RAM is recommended
Learn Big Data Hadoop: Hands-On for Beginner

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction to Big Data
7 Lectures
  • play icon Introduction 02:53 02:53
  • play icon Introduction to Big Data 03:42 03:42
  • play icon Three Vs of Big Data 01:51 01:51
  • play icon How Big is BIG DATA? 01:21 01:21
  • play icon How analysis of Big Data is useful for organizations? 02:01 02:01
  • play icon Challenges of Traditional Systems 01:26 01:26
  • play icon Big Data Engineering Learning Roadmap 03:28 03:28
Introduction to HADOOP
13 Lectures
Tutorialspoint
Apache Hadoop 3.3.0 Single Node Installation on Windows 10
4 Lectures
Tutorialspoint
Apache Hadoop 3.3.0 Single Node Installation on Ubuntu Linux
4 Lectures
Tutorialspoint
HDFS (Hadoop Distributed File System)
40 Lectures
Tutorialspoint
HDFS and YARN Architecture
14 Lectures
Tutorialspoint
YARN
6 Lectures
Tutorialspoint
MapReduce
16 Lectures
Tutorialspoint
FAQ in Apache Hadoop and MapReduce Interview
9 Lectures
Tutorialspoint
Apache Pig
27 Lectures
Tutorialspoint
Apache Pig - Built In Functions
12 Lectures
Tutorialspoint
FAQ in Apache Pig
9 Lectures
Tutorialspoint
Apache Sqoop
3 Lectures
Tutorialspoint
Importing Data with Apache Sqoop
14 Lectures
Tutorialspoint
Exporting Data with Apache Sqoop
2 Lectures
Tutorialspoint
Apache Flume
9 Lectures
Tutorialspoint
Apache Hive
30 Lectures
Tutorialspoint
FAQ in Apache Hive
8 Lectures
Tutorialspoint
Apache Kafka
8 Lectures
Tutorialspoint
Kafka Command-Line Interface (CLI) Tools
10 Lectures
Tutorialspoint
Kafka Topic Operations
5 Lectures
Tutorialspoint
Python using Databricks
5 Lectures
Tutorialspoint

Instructor Details

Bigdata Engineer

Bigdata Engineer


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