Pre-Requisites:

  • AWS CLI with Amazon AWS account
  • Terraform CLI
  • GitHub Repo

Problem Statement

  1. Launch Amazon AWS EC2 instance.
  2. In this EC2 instance use the key and security group which we have created in step 1 to log-in remote or local.
  3. Launch one Volume (EBS) and mount that volume into /var/www/html
  4. The developer has uploaded the code into GitHub repo also the repo has some images.
  5. Copy the GitHub repo code into /var/www/html
  6. Create an S3 bucket, and copy/deploy the images from GitHub repo into the s3 bucket and change…

Red Hat OpenShift is a multifaceted, open source container application platform from Red Hat Inc. for the development, deployment and management of applications.

Rearchitected during 2016 and 2017 to take advantage of advancements in cloud technology — most notably, containers — OpenShift provides developers with an integrated development environment (IDE) for building and deploying Docker-formatted containers, and then managing them with the open source Kubernetes container orchestration platform.

Why use Red Hat OpenShift


Continuous Integration is the most important part of DevOps that is used to integrate various DevOps stages. Jenkins is the most famous Continuous Integration tool, I know you are curious to know the reason behind the popularity of Jenkins, and if Jenkins is easy to learn. I am pretty sure after reading this What is Jenkins blog, all your questions will get answered.

What is Jenkins ?

Before coming to our main topic of discussion ‘What is Jenkins?,’ let’s begin this Jenkins article with an introduction to continuous integration.

What is Continuous Integration?


🔰Write an Ansible PlayBook that does the following operations in the managed nodes:

🔹 Configure Docker
🔹 Start and enable Docker services
🔹 Pull the httpd server image from the Docker Hub
🔹 Run the docker container and expose it to the public
🔹 Copy the html code in /var/www/html directory
and start the web server

Ansible

Ansible is an open-source software provisioning, configuration management, and application-deployment tool enabling infrastructure as code. It runs on many Unix-like systems, and can configure both Unix-like systems as well as Microsoft Windows

Unlike most configuration-management software, Ansible does not require a single controlling machine…


❗️Tasks❗️

🔥Let’s research and the world the know about the Myths of Hadoop🔥

Task 4.1 :- Individual/Team task:

🔷In a Hadoop cluster, find how to contribute limited/specific amount of storage as slave to the cluster?

Before performing the task let’s discuss about Hadoop and its architecture


Before we move toward using AWS resources , let’s talk about AWS Amazon Web Services (AWS) is a subsidiary of Amazon providing on-demand cloud computing platforms and APIs to individuals, companies, and governments, on a metered pay-as-you-go basis. These cloud computing web services provide a variety of basic abstract technical infrastructure and distributed computing building blocks and tools. One of these services is Amazon Elastic Compute Cloud (EC2), which allows users to have at their disposal a virtual cluster of computers, available all the time, through the Internet. …


Transfer learning is the reuse of a pre-trained model on a new problem. It’s currently very popular in deep learning because it can train deep neural networks with comparatively little data. This is very useful since most real-world problems typically do not have millions of labelled data points to train such complex models.

In transfer learning, the knowledge of an already trained machine learning model is applied to a different but related problem. With transfer learning, we basically try to exploit what has been learned in one task to improve generalization in another. …


Philips on AWS

Founded in the Netherlands in 1891, at the dawn of electricity, Philips first developed cost-effective, reliable incandescent light bulbs before expanding to early medical X-ray imaging, personal care electronics, and even the invention of the CD and DVD. More recently, Philips has honed its focus on creating innovative technological solutions for health and well-being, building its HealthSuite Digital Platform (HSDP) on AWS to drive improved patient outcomes.

Philips HealthSuite Digital Platform Speeds Healthcare Innovation on AWS


In this Article we discusses techniques for implementing and automating continuous integration (CI), continuous delivery (CD), and continuous training (CT) for machine learning (ML) systems and the various challenges facing that Why Machine Learning Models Crash And Burn In Production and the solution by making MlOps Model

Data science and ML are becoming core capabilities for solving complex real-world problems, transforming industries, and delivering value in all domains. Currently, the ingredients for applying effective ML are available to you:

  • Large datasets
  • Inexpensive on-demand compute resources
  • Specialized accelerators for ML on various cloud platforms
  • Rapid advances in different ML research fields…


In this Article we are going to discuss how we use AWS services using Ansible Let first discuss and know about the Technology and Tools we are going to use .

Ansible

Ansible is an open-source software provisioning, configuration management, and application-deployment tool enabling infrastructure as code. It runs on many Unix-like systems, and can configure both Unix-like systems as well as Microsoft Windows

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Arth2020 | student

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