yashpandey474 Goto Github PK

ai-disease-prediction-system

Project for implementing a predictive model for medical diagnosis using supervised linear regression model, allowing certain improvements in the data munging process and experimentation with the feature selection process along with exploring other models

algorthmic-trading-model-for-btc-usd-crypto-market

Using a LSTM Deep Learning model to predict future market opening prices of BTC/USD using timesteps. Comprehensive backtesting illustrating Cumulative returns, average holding time, maximum loss and profit attained by the trading model. Risk management techniques for stop-loss orders and position sizing are also included.

blockchain-a-z

The repository for my coursework as part of the course Blockchain A-Z on Udemy by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Ligency Team

blockchain-based-fake-news-detection-network

This project develops a blockchain-based network for detecting fake news, leveraging NLP based ML model for assisting a consortium of auditors. The public part of the network enables anonymous participation for readers to access & submit news as transactions which are verified by auditors using a combination of PBFT & Proof of Stake consensus

blog-website

A website to dynamically add and read blogs using node, express with EJS and Bootstrap. Blogs stored in a MongoDB backend using Mongoose with node.

calculator-web-application

Built a calculator using Express.js and Node.js with a locally hosted server and multiple post and get requests handled for addition and bmi calculation

churn-prediction-neural-network

Implemented an Artificial Neural Network to predict probability of churn of a customer using 2 hidden layers and a sigmoid activation function in the output layer.

competitive-coding

My solved problems on leetcode, codeforces, codechef etc. Code for the problems is majorly in python

create-blockchain

create-cryptocurrency

csf211-data-structures-algorithms-lab

csf241-microprocessors-and-interfacing-lab

Repository for the code from. week 5-10, as part of the Microprocessers & Interfacing course's lab component

csf342-computer-architechture-lab

Lab code for the Computer Architecture Verilog Modelling lab in my 5th Semester of college.

csf363-compiler-construction-project

This C-based compiler project focuses on Lexical and Syntax Analyzers for parsing a simplified language, featuring top-down table driven LL(1) parsing. It enables efficient token recognition and syntax analysis, with visual parse tree generation via a Python script and CI/CD integration.

csf372-operating-systems-tutorials

Code covering file & directory system calls, process system calls, threads etc. of CSF372 Operating Systems tutorials.

deep-learning-a-z

This repository contains my coursework from Deep Learning A-Z on Udemy by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Ligency Team

dynamic-clock

Created with CodeSandbox

face-detection-opencv

hilbert-r-tree-implementation

Data structures & algorithms project for implementing the Hilbert R Tree data structure as present in the original research paper, focusing on the adding of elements and searching of elements along with a pre-order traversal of the tree.

ico-cryptocurrency-smart-contract

Repository for the combined project implementing a smart contract & cryptocurrency, as part of the course Blockchain A-Z On Udemy

identification-of-fake-reviews

Fake review detection using machine learning and deep learning techniques such as CNNs, SOMs, K-means clustering, various supervised models and natural language processing tools such as Word2Vec & TFIDF, GloVe etc.

java-design-pattern-implementation

keeper-app

ml-salary-prediction

A machine learning project with a streamlit GUI that predicts salaries of developers based on their education, years of coding experience, number of languages known etc. Multiple supervised learning models were trained and the best performing one is utilised for predictions.

nlp-movie-review-classification

Project with text classification using TFIDF vectorisation and logistic regression, second with sentiment analysis using VADER in python for classification as positive/negative. Part of the course: NLP-Natural Language Processing with Python on Udemy by Jose Poritlla

nlp-natural-language-processing-with-python

This repository contains the implementation of different NLP methods in Jupyter Notebook as part of the NLP - Natural Language Processing with Python course on Udemy by Jose Portillal

nlp-sentiment-analysis-project

ps-allotment-system-project

Repository for a Java-based project for simulating the practice school allotment system using multithreading for both students and administrator to participate in and conduct allotment rounds.

py-management-system-projects

qr-code-generator

Built a QR Image generator using node and npm modules qr-image and initializer