Be a Big Data Engineer by Learning Data Analysis, >>>

Course Price : BDT 25500.00

Class Hour:  

Days:
Number of Classes : 15

Start Date : 30 November, -0001

Time :


Last Date of Registration: 30 November, -0001


Module 01:

Day01:

Big Data Analytics Overview

Big Data Analytics - Data Life Cycle

Big Data Analytics - Methodology

Big Data Analytics - Core Deliverables

Big Data Analytics - Key Stakeholders

Big Data Analytics - Data Analyst

Big Data Analytics - Data Scientist

 

Day02:

Big Data Analytics Project

Big Data Analytics - Problem Definition

Big Data Analytics - Data Collection

Big Data Analytics - Cleansing Data

Big Data Analytics - Summarizing Data

Big Data Analytics - Data Exploration

Big Data Analytics - Data Visualization

 

Day03:

Big Data Analytics Methods

Big Data Analytics - Introduction to R

Big Data Analytics - Introduction to SQL

Big Data Analytics - Charts & Graphs

Big Data Analytics - Data Analysis Tools

Big Data Analytics - Statistical Methods

 

Module 02:

Day04:

Hadoop - Big Data

What is Big Data?

What Comes Under Big Data?

Benefits of Big Data

Big Data Technologies

Big Data Challenges

Hadoop - Big Data Solutions

Hadoop Architecture

 

Day05:

Hadoop - Environment Setup

Pre-installation Setup

SSH Setup and Key Generation

Installing Java

Downloading Hadoop

Hadoop Operation Modes

Installing Hadoop in Standalone Mode

Installing Hadoop in Pseudo Distributed Mode

Verifying Hadoop Installation

          

Module 03:

Day06:

Hadoop - HDFS Overview

Features of HDFS

HDFS Architecture

Goals of HDFS

Hadoop - HDFS Operations

 

Day07:

Starting HDFS

Listing Files in HDFS

Inserting Data into HDFS

Retrieving Data from HDFS

Shutting Down the HDFS

 

Module 04:

Day08:

MapReduce - Introduction

What is MapReduce?

How MapReduce Works?

MapReduce-Example

MapReduce - Algorithm

Sorting

Searching

Indexing

TF-IDF

 

Day09:

MapReduce - Installation

MapReduce - API

            

Module 05:

Day10:

MapReduce - Hadoop Implementation

MapReduce Algorithm

Inputs and Outputs (Java Perspective)

MapReduce Implementation

 

Day11:

MapReduce - Partitioner

MapReduce Partitioner Implementation

MapReduce - Combiners

How Combiner Works?

MapReduce Combiner Implementation

Compilation and Execution

 

Day12:

MapReduce - Hadoop Administration

HDFS Monitoring

MapReduce Job Monitoring

            

Module 06:

Day13:

Hive - Introduction

What is Hive

Features of Hive

Architecture of Hive

Working of Hive

          

Day14:

Hive - Installation

Configuring Hive

Downloading and Installing Apache Derby

Configuring Metastore of Hive

Verifying Hive Installation

 

Module 07:

Day15:

Hive - Data Types

Hive - Create Database

Hive - Drop Database

 

Day16:

Hive - Create Table

Load Data Statement

Hive - Alter Table

Rename To… Statement

Change Statement

Add Columns Statement

Replace Statement                 

          

Module 08:  

Day17:

Hive - Drop Table

Hive - Partitioning

Adding a Partition

Renaming a Partition

Dropping a Partition

 

Day18:

Hive - Built-in Operators

Relational Operators

Arithmetic Operators

Logical Operators

Complex Operators

 

Module 09:                    

Day19:

Hive - Built-in Functions

Aggregate Functions

Hive - View and Indexes

Creating a View

Dropping a View

Creating an Index

Dropping an Index

 

Day20:

HiveQL

HiveQL - Select-Where

HiveQL - Select-Order By

HiveQL - Select-Group By

HiveQL - Select-Joins

Work Files

There is no work file

Objectives

Quiz not assigned for this Course



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