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Hi there... My name is Vicky. This blog is all about Science & Technology with Engineering. This blog aims to keep you informed on the latest innovations and developments in science. And the BEST part that if you want anything explained then you can comment out and you will get your answer soon.

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SMART HOSPITAL | IoT based smart health monitoring system | Real time responses | Internet Of Things | ESP8266

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...

Plotly & Cufflinks | A Data Visualisation Library with Modern Features | Python | Data Science | Data Visualisation

Plotly & Cufflinks | A Data Visualisation Library with Modern Features | Python | Data Science | Data Visualisation Plotly Plotly gives you lots of interactive and dynamic data visualisation & UI tools for data science, Machine Learning & Engineering. It has some great features which we will discuss in this post. So, be ready for the tutorial. Installation Guide on your Machine: For Plotly put this on your terminal and run. pip install plotly or conda install -c plotly plotly Cufflinks For using Plotly library we have to configure it with the pandas, so the cufflinks library giver us a privilege to do it. Because the Plotly is built on the top of d3.js . Installation Guide on your Machine: For cufflinks put this on your terminal and run. pip install cufflinks or conda install -c conda-forge cufflinks-py Let's begin... Import all the Libraries needed. import pandas as pd import numpy as np import cufflinks as cf from plotly.offline import download_plotlyjs,init_notebook_...

Linear regression to Logistic regression a conversion | Maths Intuition | Data Science | Machine Learning | Mathematics

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...