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CONFUSION MATRIX

The confusion matrix is a matrix used to determine the performance of the classification models for a given set of test data. It can only be determined if the true values for test data are known. The matrix itself can be easily understood, but the related terminologies may be confusing.

It looks like the below table:


Summer@LinuxWorld — Task 02 👨🏻‍💻

Task Description 📄

🔰 GUI container on the Docker

🔰 Launch a container on docker in GUI mode

🔰 Run any GUI software on the container

Before getting into the task, lets discuss something about docker.

DOCKER

Docker is the de facto standard to build and share containerized apps — from desktop, to the cloud. Ever since its launch in 2013, companies are adopting docker at a remarkable rate.

REASONS TO USE DOCKER

  • Docker enables developers to easily pack, ship, and run any application as a lightweight, portable, self-sufficient container, which can run virtually anywhere.
  • Containers, however, use shared operating…

MLOps Task 01

Task Description 📄

👉 Pull the Docker container image of CentOS image from DockerHub and create a new container

👉 Install the Python software on the top of docker container

👉 In Container you need to copy/create a machine learning model which you have created in jupyter notebook.

In this task, I will be using ‘SalaryData.csv’ dataset to train my Machine Learning model. This dataset contains a total of 30 records and 2 fields namely ‘Years Experience’ and ‘Salary’.

I will create a machine learning model which will predict salary based on years of experience.Then I will…

Abhishek Sharma

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