Seaborn is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics.
For a brief introduction to the ideas behind the library, you can read the introductory notes. Visit the installation page to see how you can download the package and get started with it. You can browse the example gallery to see what you can do with seaborn, and then check out the tutorial and API reference to find out how.
To see the code or report a bug, please visit the GitHub repository. …


Inside article we are used Python seaborn library data visualization we are taking one data set which are provided by the seaborn library

Using this data set we are trying to analysis one particular data set to better visualization

What is Seaborn

Seaborn is a powerful Python library which is used to interactive and user-friendly understanding data visualization
Seaborn library e is used to to many other supportable library just like ok and as a Numpy, Pandas and Matplotlib

Seaborn library is a advance part of Matplotlib inside Matplotlib library if we are trying to create a plotting graph…


What is NumPy?

NumPy is the fundamental package for scientific computing in Python. It is a Python library that provides a multidimensional array object, various derived objects (such as masked arrays and matrices), and an assortment of routines for fast operations on arrays, including mathematical, logical, shape manipulation, sorting, selecting, I/O, discrete Fourier transforms, basic linear algebra, basic statistical operations, random simulation and much more.

NumPy stands for ‘Numerical Python’. It is a package in Python to work with arrays. It is a basic scientific library. Its most important feature is the n-dimensional array object. …

LW_DATE_28_06_2021_Task 09


Kubernetes (also known as k8s or “kube”) is an open source container orchestration platform that automates many of the manual processes involved in deploying, managing, and scaling containerized applications.
In other words, you can cluster together groups of hosts running Linux containers, and Kubernetes helps you easily and efficiently manage those clusters.

Kubernetes Components

When you deploy Kubernetes, you get a cluster.

A Kubernetes cluster consists of a set of worker machines, called nodes, that run containerized applications. Every cluster has at least one worker node.

The worker node(s) host the Pods that are the components of the application workload…


What is Docker?

Docker is an open source project that makes it easy to create containers and container-based apps. Originally built for Linux, Docker now runs on Windows and MacOS as well. To understand how Docker works, let’s take a look at some of the components you would use to create Docker-containerized applications.

Docker Commands

  1. Lifecycle Commands
  2. Starting and Stopping Containers
  3. Docker Image Commands
  4. Docker Container And Image Information
  5. Network Commands
  6. Lifecycle Commands

Lifecycle Commands

  • Create a container (without starting it):
docker create [IMAGE]
  • Rename an existing container
  • Run a command in a new container
docker run [IMAGE] [COMMAND]
  • Remove…



Like kind, minikube is a tool that lets you run Kubernetes locally. minikube runs a single-node Kubernetes cluster on your personal computer (including Windows, macOS and Linux PCs) so that you can try out Kubernetes, or for daily development work.
minikube quickly sets up a local Kubernetes cluster on macOS, Linux, and Windows. We proudly focus on helping application developers and new Kubernetes users .

Note- This type setup is basically use for testing and learning purpose but real time production level we can’t use this structure.


1.Supports the latest Kubernetes release (+6 previous minor versions)

Type of Neural Network(NN)


Recurrent Neural Network(RNN) are a type of NN where the output from previous step are fed as input to the current step. In traditional neural networks, all the inputs and outputs are independent of each other, but in cases like when it is required to predict the next word of a sentence, the previous words are required and hence there is a need to remember the previous words. Thus RNN came into existence, which solved this issue with the help of a Hidden Layer. …

Ansible Playbooks

Ansible is a confirmation management tool

Playbooks are the files where the Ansible code is written. Playbooks are written in YAML format. YAML means “Yet Another Markup Language,” so there is not much syntax needed. Playbooks are one of the core features of Ansible and tell Ansible what to execute, and it is used in complex scenarios. They offer increased flexibility.

Playbooks contain the steps which the user wants to execute on a particular machine. And playbooks are run sequentially. Playbooks are the building blocks for all the use cases of Ansible.

Ansible playbooks tend to be more configuration language…


What is Git?

In general terms GIT is a open source tool ,version control system which is basically used to manage all the virgin it means all history maintain by this tool this tool is take care very smooth way that’s why in market this tool is so much popular and widely used

So, what is Git in a nutshell? This is an important section to absorb, because if you understand what Git is and the fundamentals of how it works, then using Git effectively will probably be much easier for you. As you learn Git, try to clear your mind of the…


Cluster Networking

Networking is a central part of Kubernetes, but it can be challenging to understand exactly how it is expected to work. There are 4 distinct networking problems to address:

  1. Highly-coupled container-to-container communications: this is solved by Pods and localhost communications.
  2. Pod-to-Pod communications: this is the primary focus of this document.
  3. Pod-to-Service communications: this is covered by services.
  4. External-to-Service communications: this is covered by services.

Kubernetes is all about sharing machines between applications. Typically, sharing machines requires ensuring that two applications do not try to use the same ports. …

Sandeep Kumar Patel

Enthusiastic, aspirant in artificial intelligence, machine learning Research is formalized curiosity. It is poking and prying with a purpose.

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