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Spark Ecosystem

Big Data and Hadoop Introduction

Big Data Overview

Types of Data under Big Data

Big Data Technologies

Five V s in Big Data

Introduction to Hadoop

What is Hadoop

Brief History on Hadoop

Hadoop Ecosystem

Different Hadoop Vendors

Hadoop Architecture

Introduction to Environment Setup

Installing Virtual Box and Setup a Machine

Installing Linux Environment

Installing JDK and JRE for Hadoop

Installing Hadoop for Single Node Cluster

Installing Hadoop on Pseudo Distributed Mode

Final Steps for Hadoop Installation

Introduction to HDFS

Overview on HDFS

HDFS Architecture

HDFS Reading

HDFS Writing

Basic HDFS Commands

Introduction to Map Reduce

What is MapReduce

Shuffle Sorting of MapReduce Task

Job Scheduling in MapReduce

Basics of MapReduce Algorithms

Example of MapReduce Program

Introduction to HBase

HBase Overview

HBase Installation

HBase Architecture

Difference Between RDBMS and HBase

HBase Shell

Table Creation Data insertion

Data Scan and Read

Disabling and Enabling of a Table

Data Deletion in HBase Table

Linear Algebra for Computer Scientists

Insertion Sort

Bubble Sort

GCSE Computer Science

Random Access Memory

Binary Trees

Bitwise Operators

Introduction to Stacks Data Structures

Organization Theory Structure and Design

Handling Large Scale Unit Level Data

Introduction to Machine Learning

Applied Linear Algebra Vectors Matrices

Artificial Intelligence beginners

Machine Learning Autumn 2018

Robotics and Autonomous Systems

Natural Language Understanding