Neural networks 🤔?

Neural networks reflect the behavior of the human brain, allowing computer programs to recognize patterns and solve common problems in the fields of AI, machine learning, and deep learning.

Neural networks, also known as artificial neural networks (ANNs) or simulated neural networks (SNNs), are a subset of machine learning and are at the heart of deep learning algorithms. Their name and structure are inspired by the human brain, mimicking the way that biological neurons signal to one another.

Types

Feedforward neural networks, or multi-layer perceptron's (MLPs), are what we’ve primarily been focusing on within this article. They are comprised of an…


Industry use cases and case study !!

In 2013 Docker began to gain popularity by allowing developers to quickly create, run and scale their applications by creating containers. In just two years, Docker had been able to turn a niche technology into a fundamental tool within everyone’s reach thanks to its greater ease of use. But if the number of applications grows in the system, it becomes complicated to manage. Google is probably the first company that realized it needed a better way to implement and manage its software components to scale globally, and for years developed Borg (later called…


What is Ansible?

Ansible is a simple way to automate apps and infrastructure. It includes Application Deployment, Configuration Management and Continuous Delivery. It runs on many Unix-like systems, and can configure both Unix systems as well as Microsoft Windows.

1537 companies reportedly use Ansible in their tech stacks, including LaunchDarkly, Tokopedia, and ViaVarejo.

Top Industries that use Ansible

Looking at Ansible customers by industry, we find that Computer Software (36%) and Information Technology and Services (9%) are the largest segments.


Description — AWS*_ 💻

🔅 Create a key pair

🔅 Create a security group

🔅 Launch an instance using the above created key pair and security group.

🔅 Create an EBS volume of 1 GB.

🔅 The final step is to attach the above created EBS volume to the instance you created in the previous

1. Check the AWS CLI version


AWS Users:-

According to Amazon, the number of active AWS users exceeds 1,000,000. Whether it’s technology giants, television networks, banks, food manufacturers, or governments, many different organizations are using AWS to develop, deploy, and host applications.

Here are the names of some company who use AWS:-

Adobe, Autodesk, Canon, Coursera, Disney, Docker, Reddit, Philips, Slack, Sony, Ubisoft, HTC, Nokia, SAP, Johnson & Johnson, ESPN.

According to Intricately, the top ten AWS users based on EC2 monthly spend are:-

  1. Netflix: $19 million
  2. Twitch: $15 million
  3. LinkedIn: $13 million
  4. Facebook: $11 million
  5. Turner Broadcasting: $10 million
  6. BBC: $9 million
  7. Baidu: $9 million
  8. ESPN: $8…


In this Article we are going to discuss how Hadoop so Fastly store and retrieve the Data from the Bigdata. And Discuss About Some Big Company like Facebook …

What is Hadoop?

Hadoop is a framework that allows us to store Big Data in a distributed environment, so that, you can process it parallelly.

Components of Hadoop: -

  1. HDFS (Hadoop Distributed File System)
  2. YARN

HDFS: It allows us to store data of various formats across a cluster.

YARN: We used for resource management in Hadoop. It allows parallel processing over the data

Hadoop Cluster: -

It an extraordinary computational system, where we can interconnect computers using…


What we do…

1. Create a Security group that allows the port 80.

2. Launch EC2 instance.

3. In this Ec2 instance use the existing key or provided key and security group which we have created in step 1.

4. Launch one Volume using the EFS service and attach it in your VPC, then mount that volume into /var/www/html

5. A developer has uploaded the code into Github repo also the repo has some images.

6. Copy the Github repo code into /var/www/html

7. Create an S3 bucket, and copy/deploy the images from Github repo into the s3 bucket and change the permission…


Creating VPC, SUBNET, ROUTE TABLE, EIP, NAT-GATEWAY, INTERNET GATEWAY, And Launching MYSQL, WordPress Instance Over It Using Terraform.

What we are doing here …

1. Write an Infrastructure as code using Terraform, which automatically creates a VPC.

2. In that VPC we have to create 2 subnets:

3. public subnet [ Accessible for Public World! ]

4. private subnet [ Restricted for Public World! ]

5. Create a public-facing internet gateway to connect our VPC/Network to the internet world and attach this gateway to our VPC.

6. Create a routing table for Internet gateway so that instance can connect to the outside world, update and associate…


Problem Statement:-

  1. Create a VPC
  2. Then we create 2 subnets in our VPC. One is public Subnet and the other is Private.
  3. Then we create an internet gateway and connect it to the only public subnet.
  4. Then we create a routing table for the internet gateway then update and associate it with the public subnet.
  5. Then we create a security group that allows port 22 for ssh, port 80 for our WordPress site instance, and port 3306 for our mysql database instance. And allow egress port 0 so that instance can also connect to the internet.
  6. And finally, we launch an instance…


In this story, I am going to tell you about how to set up your Kubernetes cluster on the top of the AWS cloud and deploy any web app and connect with the SQL server and store data in centralized EFS storage. We also discuss the Farget cluster in this Article.

TOPIC WE DISCUSS:-

i. Kubernetes Cluster using AWS EKS.

ii. Integrate EKS with EC2,EBS,LB,EFS.

iii. Deploying WordPress & MySQL on top of it.

iv. Farget Cluster (Serverless Architecture).

Prerequisite:-

You should have some basic knowledge of EC2 instance, EFS storage, Kubernetes, and yml syntax. You should have Aws IAM account…

Bhaskar Prajapati

B.Tech student and Researcher. Like To Study And Publish Article Related To New Technologies.

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