This small project keeps monitoring the tempreature of a room/chamber, whenever the temperature rises the threshold , we get an alert, whenever temperature rises anomaly, we get an alert and also whenever temperature is predicted between a certain range (by a simple linear regression) crosses the minimum threshold, we get an alert (all alerts on…

it was a great delphi pjt(D5 -> XE7) using TChart.Series, normsdist, z-score for korean pediatrics.

⚖ Normalization, ( Min-Max, Z-Score, Decimal Scaling ) Method from data in Excel in Data Mining

Shows how the conversation in the New York Times (NYT) changed following the 2016 election of Donald Trump.

A project focused on using Lasso and Ridge Regression models to predict an output

Auditors at a small community bank randomly sample 100 withdrawal transactions made during the week at an ATM machine located near the bank’s main branch. Over the past 2 years, the average withdrawal amount has been $50 with a standard deviation of $40. Since audit investigations are typically expensive, the auditors decide to not initiate furt…

All my statistics notes from ineuron.ai

In this project, we applied advanced machine learning techniques to predict athletic performance outcomes based on various physical metrics from a dataset of 10,000 evaluation experiences over the last 5 years.

Analysis of Sample Healthcare data. Primarily Linear Regression and Data Manipulation.