My Coding Projects

Hand Gesture Controlled Volume Python

This Python script leverages computer vision and the MediaPipe library to detect hand gestures in real-time from a webcam feed. It enables users to control their system's audio volume by performing specific hand gestures, eliminating the need to physically interact with buttons or controls.

AI Essentials Hub

Welcome to the AI Essentials Hub —your ultimate destination for mastering Artificial Intelligence! This comprehensive toolkit is designed for AI enthusiasts, data scientists, and machine learning practitioners at all levels. Dive into a curated collection of resources, frameworks, and tools that empower you to build, deploy, and optimize AI models

Recognizing Screenshots

This repository contains an AI model trained to distinguish between screenshots and real pictures. The model is based on an improved version of the VGG architecture and has been trained and evaluated on a dataset of screenshots and real images.

Data Structures

Welcome to the Data Structures Homework Repository! This repository serves as a platform for students to submit their homework assignments and for instructors to evaluate them. The website facilitates the submission of assignments and provides test cases to verify the correctness of the solutions.

international football matches

This dataset encompasses 45,640 results of international football matches spanning from the inaugural official match in 1872 to 2023. It encompasses various tournaments including the FIFA World Cup, FIFI Wild Cup, and friendly matches. The dataset exclusively comprises men's full internationals, excluding Olympic Games and matches involving B-teams, U-23 teams, or league select teams. I have utilized Tableau to visualize and analyze the data.

Titanic - Machine Learning from Disaster

The sinking of the Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the widely considered “unsinkable” RMS Titanic sank after colliding with an iceberg. Unfortunately, there weren’t enough lifeboats for everyone onboard, resulting in the death of 1502 out of 2224 passengers and crew.

My Coding Projects

visualization the data of total salaries and benefits paid in government agencies

The information and data presented in this contest are completely hypothetical and do not match the actual data of the executive body. Therefore, the data presented in this report cannot be published or cited in any way

Reinforcement learning N*N grid

The game is simple! imagine a N-by-N grid which is filled with integers where N represents the number of rows and columns.

10000 Most Popular English Movies 2023

I have curated the 'Popular English Movies Dataset (2023),' offering comprehensive data on trending English films. This dataset presents exciting avenues for exploration and innovation within the realms of Data Science and Machine Learning.

ANN Churn Modelling

I compiled a dataset containing customer information from a bank, where the target variable indicates whether the customer closed their account or remained active.

CNN MNIST

The MNIST database, originating from the Modified National Institute of Standards and Technology, consists of 60,000 training images and 10,000 testing images, with half sourced from NIST's training and testing datasets. I applied a deep learning model to the MNIST dataset and attained an impressive accuracy of 98.69%.

Insurance Claim Visualization

This repository provides resources and guidelines for building an Insurance Claim Prediction dashboard using Power BI, a robust tool for data visualization and business intelligence. With Power BI, you can analyze and visualize data efficiently.

Brain tumor detection

Brain tumor is a severe cancer and a life-threatening disease. Thus, early detection is crucial in the process of treatment. Recent progress in the field of deep learning has contributed enormously to the health industry medical diagnosis. Convolutional neural networks (CNNs) have been intensively used as a deep learning approach to detect brain…

Predicting Academic Performance

In the past few years, educational data mining (EDM) has attracted the attention of researchers to enhance the quality of education. Predicting student academic performance is crucial to improving the value of education. Some research studies have been conducted which mainly focused on prediction of students’ performance at higher educ…

Game of Life

The Game of Life, also known simply as Life, is a cellular automaton devised by the British mathematician John Horton Conway in 1970.[1] It is a zero-player game, meaning that its evolution is determined by its initial state, requiring no further input. One interacts with the Game of Life by creating an initial configuration and observing how it…