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eshanjairath's Projects

ais-ship_classification- icon ais-ship_classification-

This project aims to develop a machine learning classification model using LGBM to identify the type of ships in the Kattegat Strait region based on their features such as width, length, course, and speed. The dataset used in this project is extracted from open source AIS information provided by Denmark Maritime Authority (DMA).

cnn-image-classifier-on-cifar-10 icon cnn-image-classifier-on-cifar-10

A CNN (Convolution Neural Network) model trained on the CIFAR-10 dataset which gives 86% on the test set and manages to predict random images from every category in the dataset correctly.

dino-game icon dino-game

Playing the Chrome dino game with hand gestures

erp_project icon erp_project

this is an erp system created for the srm university

ml-basics icon ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

ml-course-notes icon ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

movieblitz icon movieblitz

A noraml Site just to showcase movies and tv shows

netflix_eda icon netflix_eda

This project aims to perform an exploratory data analysis (EDA) of the Netflix streaming platform to gain insights into the viewing habits and preferences of users. The data used for this project will be obtained from publicly available sources, and it will include information on the most popular shows, genres, and release dates.

portfolio_1 icon portfolio_1

The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.

secrets icon secrets

Web Application that allow users to submit there secrets the app has a secure login with the help of Google O-Auth(open Authorization)

simon_game icon simon_game

Welcome to my Simon game this is a game of memory skill, with programming the game creates a series of tones and lights and requires a user to repeat the sequence. If the user succeeds, the series becomes progressively longer and more complex.

som_fraud-detection icon som_fraud-detection

The goal of SOM is to provide a data visualization tool that aids in the understanding of high-dimensional data by minimizing the dimension of data to map. SOM also represents the concept of clustering by grouping similar data together. I created a simple project using SOM to identify credit card fraud and return the customer IDs of the fraudulent customers.

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