Crime-data-analysis-visualization-and-prediction:This is my Mini project of MTech. In this project, Big Data Analytics (BDA) is used for analyzing and identifying different crime patterns, their relations, and the trends within a large amount of crime data. Here, BDA is applied to criminal data in which, data analysis is conducted for the purpose of visualization. Big data analytics and visualization techniques were utilized to analyze crime big data within the different parts of India. Here, we have taken all the states of Indian for analysis, visualization and prediction. The series of operations performed are data collection, data pre-processing, visualization and trends prediction, in which LSTM model is used.
U-Net-based-CAMUS-Segmentation:This repo is a part of my MTech Project at IIT Jodhpur. This U-Net model is used to do segmentation on CAMUS dataset.
Physics-Informed-Neural-Networks-PINN--Mtech-Project-1:Utilized Physics-Informed Neural Networks (PINNs) to achieve 99.99% accuracy in solving complex elasticity problems, outperforming Finite Element Analysis (FEA), and showcasing superior efficiency in solving diverse beam structures higher-order partial and ordinary differential equations
mtech-cc-miniproject:my first year mtech cloud computing mini-project created by me and my frnds
Q-A-Chatbot-using-RAG-Retrieval-Augmented-Generation-:MTech Project with collaboration with WNS Global Service, main goal of this project is to achieve two things: firstly, to create a reliable and open-source system that can efficiently extract information from private PDF files, and secondly, to develop a user-friendly web application that utilizes web scraping techniques to gather relevant data.
// repository documentation
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