Big data, Cloud, Data Science, IoT, ML - iSMAC - All in One

Understand latest technologies on Big data, Cloud, Data Science, IoT, Machine Learning and how they collaborate in real world.

This course covers wide range of technologies and how they collaborate and adds value to any enterprise. In every organisation iOT, Social, Mobility, Analytics and Cloud (iSMAC), all together plays a significant role in their business success. Being a software engineer or an executing getting the complete understanding on all the technology and its overview would be near to impossible. This course is designed to get complete overview wide spectrum of technologies and how they collaborate. Every technology is explained with appropriate demo.

BigData

• Hadoop

• HDFS

• YARN

• MapReduce

• Apache Pig

• Apache Hive

• Apache Flume

• Apache Sqoop

• HUE

• Alluxio - In memory storage

RDBMS and NoSQL

• Relational Database

• NoSQL Database

• Types of NoSQL Databases

• Column Family Database

• Document Database

• Key Value Database

• Graph Database

Machine Learning and Data Science

• Machine Learning

• Models

• Dimensionality Reduction

• Supervised and Unsupervised Learning

• Clustering

• Regression

Devops and Continuous Delivery

• DevOps

• Containerization

• Docker

• Docker Container

• Docker Compose

• Docker Swarm

• Kubernetes

• Virtualization

• Virtual Box

• Continuous Integration - Jenkins

Cloud Technologies

• Lambda Architecture

• AWS Services

• Cloud Scaleability & Availability

• Webserver and Webpage in Cloud

• Serverless Architecture - AWS Lambda

Quality control and Rapid Application Development

• Code quality verification - SonarQube

• Automated unit testing - Junit

• Build process - Maven

iOT - Internet of Things

• IoT - Arduino

• IoT - Raspberry Pi