Matrix Factorization for Predicting the Movie Rating
I have used this Matrix Factorization for predicting the rating the unrated movies using the rating of the previously rated movies.
Connected Components And Related Algorithms Using Linear Algebra
I have implemented few graph based algorithms using Linear Algebra such as Breadth first search and find the Strongly connected components.
Voice and Message Based Home Automation
I've crafted a voice-controlled home automation system using a Raspberry Pi and Python, enabling voice commands and Telegram notifications. This project resembles an Alexa-like voice assistant for Pi, with direct speech recognition, and we'll explore its implementation and potential enhancements.
Roberts Mechanism
Discover the fascinating world of linear motion engineering through the Roberts linkage, a groundbreaking invention by Richard Roberts. This four-bar mechanism ingeniously transforms rotational motion into precise straight-line movement, pioneering high-precision machine tools and the field of production engineering. Dive into the symmetrical Roberts' Straight-line Mechanism, an isosceles wonder that effortlessly guides coupler midpoints along straight paths, eliminating the need for cranks or rockers and revolutionizing the approach to achieving linear motion.
Employee Turnover Dataset Visualization Using Streamlit
This is a web application using StreamLit. It uses the Employee Turnover DataSet. It give the accuracy of the Model using different types of ML - Aglo.