Task Description 📄
📌 In this task :
👉Create a model that will detect a car in a live stream or video and recognize characters on number plate of the car .
👉Secondly , it will use the characters and fetch the owners information using RTO API’s .
👉Create a Web portal where all this information will be displayed (using html, css, and js)
loading Pre- created model
Clustering as a term means grouping identical elements into similar groups or clusters. It can be defined as a process of breaking down the data into groups consisting of similar data points or elements.
Unsupervised learning uses machine learning algorithms to analyze and cluster unlabeled datasets. These algorithms discover hidden patterns or data groupings without the need for human intervention. Its ability to discover similarities and differences in information make it the ideal solution for exploratory data analysis, cross-selling strategies, customer segmentation, and image recognition.
K-means clustering is one of the simplest and popular unsupervised machine learning algorithms.
What is Cyber Security?
Cyber security refers to the body of technologies, processes, and practices designed to protect networks, devices, programs, and data from attack, damage, or unauthorized access. Cyber security may also be referred to as information technology security.
what is confusion matrix?
A confusion matrix is a performance measurement technique for Machine learning classification.
It is a kind of table which helps you to the know the performance of the classification model on a set of test data for that the true values are known.
So today’s article is about AI/ML and how they are helping MNC’s to improve their work.
In computer science, the term artificial intelligence (AI) refers to any human-like intelligence exhibited by a computer, robot, or other machine. In popular usage, artificial intelligence refers to the ability of a computer or machine to mimic the capabilities of the human mind — learning from examples and experience, recognizing objects, understanding and responding to language, making decisions, solving problems — and combining these and other capabilities to perform functions a human might perform, such as greeting a hotel guest or driving a car.
In this Blog, We are Setting up a system from where we can ping Google but not Ping Facebook.
Let's Start Practical,
In this script we are going to Integrating LVM(logical volume Management) with hadoop and providing elasticity to datanode:-
For this we need to firstly Create a LVM :-
CREATING LVM :-
for creating lvm we need to attach hard disk first :
Step1: Attach a Hard disk to Virtual Machine:
by seeing instructions given in GUI (Image):-
go to settings -> Storage -> controller(Add hard disk) -> Create ->VHD -> Dynamically -> size(whatever you want) -> ok
In this blog, we are integrating LVM partition using Python-Script.
I have integrated the LVM partition using Python-Script in this github repo, you can see visit there and see the code.
In this Task , ther are 10 Functionality of LVM which you can see by this