Hello Everyone … !!
So, again I come with new concept and that is OSPF Protocol implementing Dijkstra’s Algorithm. OSPF is link state. That means it runs Dijkstra’s Shortest Path First (SPF) Algorithm, that is something that is common to all link state routing protocols which makes topology detail regarding network outside their area…
So firstly I would like to tell you about the OSPF ROUTING PROTOCOL and DIJKASTRA ALGORITHM.
When data move across multiple network, IP routing helps to determine the path of data by setting some protocols to reach the source destination. Ultimately data travels at the physical…
Every Machine Learning engineer wants to achieve accurate predictions with their algorithms. Such learning algorithms are generally broken down into two types — supervised and unsupervised. K-means clustering is one of the unsupervised algorithms where the available input data does not have a labeled response.
K-Means clustering is an unsupervised learning algorithm. There is no labeled data for this clustering, unlike in supervised learning. K-Means performs the division of objects into clusters that share similarities and are dissimilar to the objects belonging to another cluster. …
Browser acts as an interpreter to the scripts we provide It reads line by line and compile and execute it as a web page over browser.
— — — — — — — — — — — — Lets Begin — —…
Summer — Task 04
⚜️ Team Task
Task Description 📄
📌 Create image by yourself Using Python Code
📌 Take 2 image crop some part of both image and swap it.
📌 Take 2 image and combine it to form single image. For example collage
What is OpenCV in Python?
OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products. …
Task 05 👨🏻💻
Task Description 📄
📌 Create a blog/article/video about cyber crime cases where they talk about confusion matrix or its two types of error.
A confusion matrix is a technique for summarizing the performance of a classification algorithm. A confusion matrix is a summary of prediction results on a classification problem.
The number of correct and incorrect predictions are summarized with count values and broken down by each class. It gives you insight not only into the errors being made by your classifier but more importantly the types of errors that are being made.
let’s understand the term…
👉GUI container on the Docker
🎯Launch a container on docker in GUI mode
🎯Run any GUI software on the container
Today we are going to discuss Task 2 “How to create GUI container on the docker?”
Here I am creating Dockerfile to create an image to get a pre-configured setup of the Jupyter notebook.
Let’s first check docker status.
Task 01 👨🏻💻
Task Description 📄
👉 Pull the Docker container image of CentOS image from Docker Hub and create a new container
👉 Install the Python software on the top of docker container
👉 In Container you need to copy/create machine learning model which you have created in Jupiter notebook
Docker is an open-source project for automating the deployment of applications as portable, self-sufficient containers that can run on the cloud or on-premises.
The Docker container image includes only what your app needs to run. If your app makes use of Nginx and Node.js, …
Every content creator wishes to have a their owned website where they can showcase their skills to help the community by providing the right education. So considering this need I am coming up with a solution… Yes, we can create our website just within 5 mins…
In this story, we are going to see how we can deploy a WordPress application on an EC2 instance by providing AWS RDS storage.
WordPress is web publishing software you can use to create a beautiful website or blog. …
A reverse proxy server is a type of proxy server that typically sits behind the firewall in a private network and directs client requests to the appropriate backend server. A reverse proxy provides an additional level of abstraction and control to ensure the smooth flow of network traffic between clients and servers.
Round‑robin load balancing is one of the simplest methods for distributing client requests across a group of servers. Going down the list of servers in the group, the round‑robin load balancer forwards a client request to each server in turn.
For achieving this setup we are going to…