Introduction Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralised data residing on devices like mobile phones. FL is one instance of the more general approach of “brining the code to the data, instead of the data to the code” and addresses the fundamental problems of … Continue reading Federated Learning
A curated list of quantum machine learning algorithms, study materials, libraries, and software (by language). Why Quantum Machine Learning? Machine Learning(ML) is just a term in recent days but the work effort start from 18th century. What is Machine Learning?, In Simple word the answer is making the computer or application to learn themselves . … Continue reading Quantum Machine Learning
Logistic regression is a predictive modelling algorithm that is used when the Y variable is binary categorical. That is, it can take only two values like 1 or 0. The goal is to determine a mathematical equation that can be used to predict the probability of event 1. Once the equation is established, it can … Continue reading Logistic Regression – A complete Tutorial
What is linear regression? Suppose you are thinking of selling your home. Different sized homes around you have sold for different amounts: Your home is 3000 square feet. How much should you sell it for? You have to look at the existing data and predict a price for your home. This is called linear regression. … Continue reading Linear Regression In Pictures
Part-2 -- Learn Core Linux Commands Working with commands - type, which, help, man, info, whatis, alias Exploring the file system commands - ls, pwd, file, more, less Manipulating files and directories commands - cp, mv, mkdir, rm Redirection commands - cat, sort, uniq, grep, wc, head, tail Permissions commands - id, cdmod, su, sudo, … Continue reading Bash for Everyone — Part 2
I’ve divided this post into two parts, first, one will be focused on bash and the second one will be on Unix commands and useful one-liners. Table of Contents Part-1 -- Shell Scripting Pipelines Bash - Bourne Again Shell Compound Statements Running bash scripts File permissions Part-2 Shell Scripting Shell scripting is a computer programming which … Continue reading Bash for Everyone — Part 1
Edge computing is a way to streamline the flow of traffic from IoT devices and provide real-time local data analysis. The cloud is no longer sufficient to instantaneously process and analyze the troves of data generated — or soon to be generated — by IoT devices, connected cars, and other digital platforms. Enter edge computing. … Continue reading What is Edge computing?