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[Udemy] Big data and Hadoop framework

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[Udemy] Big data and Hadoop framework
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gfc bigdata - [Udemy] Big data and Hadoop framework

What you’ll learn

  • Understand Big data technologies, Data analytics and Hadoop framework

Requirements

  • Basic computer knowledge, a bit of Java, database concepts and Linux operating system.

Description

This course is focusing on Big data and Hadoop technologies, hands on demos, 

Section 1 – Big data 

 1.1 Big data introduction

1.2 Big data history

1.3 Big data technologies

1.4 Big data characteristics

1.5 Big data Applications

1.6 Data Lake

1.7 Data Science and Data scientist

Section 2 – Hadoop 

2.1 – Hadoop introduction

2.2 – HDFS-Overview

2.3 – Hadoop Architecture

2.3a – Hadoop Architecture – assumptions and goals

2.4 – Demo-Hadoop install – sw download verify integrity

2.5 – Demo-Hadoop install – Java ssh configure

2.6 – Demo hadoop access by browser

Section 3 – Machine Learning

3.1 Machine learning introduction

3.2 Machine learning algorithms

3.3 Machine learning softwares

Module 4 – AWS Machine Learning

4.1 AWS and Machine learning introduction

Below will be added soon.

4.2 Bigdata and aws

4.3 Hadoop on Amazon Elastic Map Reduce (emr)

4.4 What is EMR

4.5 EMR Architecutre

4.6 Demo – launch EMR cluster

2.6 – Hadoop single node cluster setup

2.7 – Hadoop single node – Pseudo-Distributed Operation

2.8 – Hadoop multi node cluster setup

2.9 – MapReduce

2.10 – Azure HDInsight

2.11 – HDFS-Operations

2.12 – Apache Spark and Big data analytics

2.15 – Hadoop, Hive and Pig

Who this course is for:

  • Anyone who is interested in learning Big data, Data analytics and Hadoop Framework
download - [Udemy] Big data and Hadoop framework
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