DevOps for Machine Learning

DevOps for Machine Learning


DevOps for Machine Learning

Machine Learning DevOps


Infrastructure meant for traditional application development is not suitable and optimized for Machine learning operations. The mere experimental nature of the data scientist’s workflow together with the high degree viability of their computational requirements make it a daunting task to put together a DevOps machine language pipeline(MLOPS).

Kubernetes vs Docker. Who's the Bigger and Better?

Kubernetes vs Docker. Who's the Bigger and Better?



Kubernetes vs Docker. Who's the Bigger and Better?

Kubernetes vs Docker

"Kubernetes versus Docker" is an expression that you overhear nowadays as Kubernetes turns out to be prominent as a container orchestration key. Yet, "Kubernetes versus Docker" is also a confusing expression. At the point when you separate it, these words do not mean what individuals expect, since Docker and Kubernetes are not direct competitors. Docker refers to containerization platform while Kubernetes a container orchestrator meant for container platforms. Let's discuss and break them down for clarity:
What is Kubernetes?

What is Kubernetes?


What is Kubernetes?

Introduction to Kubernetes


In 2017, Kubernetes (k8s) overcome the container orchestration space. For a long time, Kubernetes' opponents, for example, Docker Swarm and Mesos have been presenting their own container orchestration implements. Now the two of them helped Kubernetes inside their environments. The biggest cloud suppliers, for example, AWS, Microsoft Azure and Oracle Cloud declared Kubernetes reconciliations into their individual cloud stages. Thus, every developer would profit by learning the nuts and bolts of Kubernetes. That is actually what we will do in this article.
What is Internet of Things (IoT) | IoT Devices | Features

What is Internet of Things (IoT) | IoT Devices | Features

What is Internet of Things (IoT) | IoT Devices | Features


What is the Internet of Things (IoT)

The Internet of Things is the idea of interfacing any gadget (insofar as there is an on/off change) to the Internet and other associated gadgets. IoT is an enormous system of associated things and individuals. These gather and offer information about their use and the encompassing condition.

Vagrant: Tutorial for Beginners

Vagrant: Tutorial for Beginners

Vagrant: Tutorial for Beginners



This article is a beginner guide explain What is Vagrant, why to use and what It really mean for you.

Before that Just understand

What is Vagrant?


Vagrant is one of the popular tools for building and managing virtual machine (VM) environments. It has an easy-to-use workflow and focuses on automation.
With the help of Vagrant, we can reduce development environment setup time, increases production parity, and makes the "works on my machine" excuse a relic of the past.
What is Cloud Computing ? A Beginners Guide

What is Cloud Computing ? A Beginners Guide

What is Cloud Computing ? A Beginners Guide



This article is a beginner guide for anyone who wanted to understand what is Cloud computing, its benefits and different layers in cloud computing.

Before moving further, let's understand first

What is Cloud Computing?

Cloud Computing can be defined as on-demand services that can be delivered over the internet.

This services can be broadly classified into 

ü  Infrastructure as a Service (IAAS)
ü  Platform as a Service (PAAS) 
ü  Software as a Service (SAAS)