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Linear regression to Logistic regression a conversion | Maths Intuition | Data Science | Machine Learning | Mathematics Photo by  Chris Lawton  on  Unsplash Logistic regression is a machine learning algorithm, which is used for : 1. Binary Classification 2. Multiclass Classification Yes, it is a classification algorithm, not a regression algorithm as the name is suggesting. Basically, it is used to classify between the Yes/No , 0/1 or True/False . It uses the sigmoid function to predict the result. Problem with the linear regression: In linear regression, we can find the value of a dependent variable with the help of other independent variables. It works with continuous values, basically, it draws a regression line over the graph so that the distance between the regression line and the points should be minimum. But when it comes to the binary classification then it is impossible to make a regression line through the data points, so that it can give you the best results a...

Simple and Multiple Linear regression in just 10 lines of code | Python | SciKit Lib | Machine Learning | Sklearn 10-20 years ago, machine learning, data science or artificial intelligence were not a topic which was needed to be added in our daily talk. But today we have lots of data collected, then it is becoming in the limelight and already taken lots of space in the IT Industry as well. So, when we have lots of data then we can use it to predict the future context which can take place in coming time. Or even we can use these data to let the machine learn that, how a human works. So, the machine can take part in humans daily routine. With the help of machine learning, we can do such things and transform the way of living for humans, where the machine will work for humans. In this post, we will learn machine learning algorithms, which is currently in use for prediction by the top IT companies and top businesses already.  Linear regression is the algorithm which major business uses...

Trains in foggy weather | Locopilot vision enhancement | Tri-Netra System | Indian Railways | Trains in Fog | Science & Technology 29 June 2019, We must have traveled in the Indian Railways🚂 once in our whole life. I have traveled a lot. And the maximum time🌀 of my one side traveling time like it is of 55⏰ hours or even sometimes more than that. But have you experienced a train🚈 journey in the winter time🌨? I am asking this because definitely your train was reached on its destination 🗽late by timing⏱ or even in the severe case may be it got canceled🤯 also. *Please don't judge my English I haven't the Grammarly's premium subscription.*🤓 Also,  Indian Railways 🚈  is one of the world's 🌎  largest railway network🛰 comprises of about 115,000 km🏁 (71,000 mi) of track 🚊over a route of around 67,312 km (41,826 mi) and 7,112 stations🏟. It has witnessed some major train 💥accidents over the years, which have claimed🙏 many lives😌 and injured 😥...

Internet of Things | Future Scope | Salary status of an IoT professional in India ##If you already know about IoT then according to me please directly jump on the Future Scope, Payscale and research area part, because it will definitely help you to choose your carrier## Today we came to know that things can be controlled by various methods. What are those? Are they hand, remote, gesture or anything? Can you guess the one apart from these? If you are thinking i.e. the Internet, then you are absolutely right. The Internet can be a medium between our mind and the things around us, which we want to control. Basically, if you want to learn what is the Internet of thing. Just follow this article. At last, we will do a project together for a more better understanding and practical knowledge. At last, I will tell you some real-life problems and my own solution for this. And it will really help you with any Hackathon. At last, I will discuss some research areas regarding this te...

SMART HOSPITAL | IoT based smart health monitoring system | Real time responses | Internet Of Things | ESP8266 Problem Statement                                    Our problem statement is now a day many busy people are facing more problems regarding their health due to their busy lives they are not to able to monitor their health condition properly. And they get easily sick or committed to weakness just because they are not able  to update their health and sometimes if we did not mind them then these small diseases can be fatal in the future. So we have to make a system which can help them out to monitor their own health problems and all the received data can be used in the treatment of that individual. Introduction According to our theme i.e. Smart Hospital , we will make our health c...