Shreyansh Padarha's repositories
Bank-DBMS-Application
This is a repository that consists of a project i created for my first semester college finals. It's a Tkinter GUI library based application, where a user can create a bank account and it'll get deposited in the database. The user can then, deposit, withdraw money, and edit his/her account. The application also has a normal calculator, simple interest calculator and a compound interest calculator.
Amazon-Flipkart-Product-Scraper-Sentiment-Analyzer-NLP
This is an nlp, web-scrapping based ML capstone project, that allows users to retrieve datasets of the products listed on flipkart and amazon for the given product. Further, Sentiment Analysis can also be performed on the comments/reviews.
1-15-Puzzle-Game
1-15 is a sliding puzzle game, having 15 puzzles numbered from 1-15, and jumbled up. Sliding through the free spot, the number tiles must be arranges is as-sending order !
Clustering-Analysis-KMeans-vs-Agglomerative-Clustering-for-Large-Datasets
This repo explores KMeans and Agglomerative Clustering effectiveness in simplifying large datasets for ML. Goals include dataset download, finding optimal clusters via Elbow and Silhouette methods, comparing clustering techniques, validating optimal clusters, tuning hyperparameters. Detailed explanations and analysis are provided.
Countrywise-Causes-of-Death-Analysis-Welch-t-Test
This repository presents a case study on understanding causes of death using inferential statistics and data visualizations. The testing is done through Welch's t test and hypothesis testing, and the findings are visualised through countplots, line charts.
Hands-On-With-Machine-Learning-Algorithms
This repository contains a collection of labs that explore various machine learning algorithms and techniques. Each lab focuses on a specific topic and provides detailed explanations, code examples, and analysis. The labs cover clustering, classification and regression algos, hyperparameter tuning, data-preprocessing and various evaluation metrics.
IPL-Team-Finishing-Position-Predictive-Modeling
This is a capstone level classification ML project for predicting IPL team finishing position for an year based on Individual player's performance. The project includes web-scraping ESPN cricinfo website for ipl player statistics, pre-processing the data, and comparing different classification models and hyperparameter tuning them.
MLR-Gradient-Descent-For-Model-Explainability
This repository contains a comprehensive implementation of gradient descent for linear regression, including visualizations and comparisons with ordinary least squares (OLS) regression. It also includes an additional implementation for multiple linear regression using gradient descent.
Stonks-Rabbi-Stock-Trends-Analyzer
Stonks Rabbi is a streamlit-based application that uses the Yahoo Finance API to visualize and analyze stock trends, patterns, and performance over its listed time period. The metadata is handled through pymongo, the frontend is on streamlit, and autoARIMA, pandas, and matplotlib are used for data analytics and visualization.
pythonanywhere-hosting
Testing pythonanywhere hosting service for full-stack application.
shreyansh-2003
A little sneak peak into who i am !
Tic-Tac-Toe-Game
GUI based Tic-Tac-Toe game, made for playing multiplayer or against the computer.