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Shreya Kumari's Projects

airbnb-bookings-analysis icon airbnb-bookings-analysis

The Airbnb Bookings Analysis project delves into Airbnb data using Python for insights on hosting dynamics, user preferences, pricing strategies, and location analysis. Explore the fascinating world of Airbnb bookings with interactive visualizations. ๐Ÿ โœจ

apple_stock_price_prediction icon apple_stock_price_prediction

This project predicts Apple Inc. (AAPL) stock prices using LSTM networks. It involves data preprocessing, model training, and evaluation to provide insights into future price movements. Users can explore and execute the provided notebooks for analysis.

blog-website icon blog-website

The Thoughtful Trail is a bespoke blogging platform, skillfully combining Html, Css, Javascript, EJS, Node.js, Express.js, and MongoDB Atlas. With dedicated pages for each blog, it offers a user-friendly interface for effortless composition and publishing, providing a unique and engaging reader experience. ๐ŸŒŸ

bollywood_celebrity_lookalike icon bollywood_celebrity_lookalike

Bollywood Celebrity Lookalike is a deep learning project that matches uploaded images with popular Bollywood celebrities using facial recognition technology. Discover your celebrity doppelgรคnger or have some fun exploring resemblances!

book_recommendation_system. icon book_recommendation_system.

This Flask-based Book Recommendation System offers users two main features: a curated list of the top 50 books based on popularity, and personalized book recommendations based on advanced algorithms like Cosine Similarity and Collaborative Filtering. With a simple and intuitive interface.

faang-stock-news-analysis icon faang-stock-news-analysis

This project focuses on analyzing the sentiment of news articles related to FAANG (Facebook, Apple, Amazon, Netflix, Google) stocks using Random-Forest-Classifier

house-price-prediction icon house-price-prediction

This machine learning project predicts house prices based on diverse features, utilizing a dataset containing historical housing data. With organized directories for data, source code, and models, it provides a foundation for accurate predictions and future enhancements. ๐Ÿก๐Ÿ“ˆ

justwatch-web-scrapping- icon justwatch-web-scrapping-

This project extracts movie and TV show data from JustWatch using Python, providing insights into streaming platforms, genres, and content availability. Utilizing web scraping techniques, it offers a comprehensive analysis of the entertainment landscape.

samsung_apple_comparison_module icon samsung_apple_comparison_module

The Samsung vs Apple Comparison Module offers in-depth analysis and visualization of key financial metrics, allowing users to compare the performance of Apple and Samsung comprehensively.

simon-game icon simon-game

The Simon Game, a digital adaptation of the classic memory challenge, engages players in pattern-matching with vibrant colors. With HTML, CSS, JavaScript, and jQuery, it offers a nostalgic yet modern gaming experience. ๐ŸŽฎ๐ŸŒˆ

simple_search_engine icon simple_search_engine

Simple_Search_Engine is a Python-based PDF document search engine that enables users to search for keywords within PDF files efficiently and retrieve relevant pages containing those keywords.

social_media_sentiment_analysis icon social_media_sentiment_analysis

Sentiment analysis project using Random Forest Classifier for classifying social media text into Positive, Negative, and Neutral sentiments. Achieved 69% accuracy with cross-validation, featuring text preprocessing, TF-IDF vectorization, and insights into user opinions.

tic-tac-toe icon tic-tac-toe

A classic console-based Tic Tac Toe game in Java, offering a simple yet engaging two-player experience. Compile and run to enjoy the timeless gameplay with a friend through a straightforward text interface.

todo-list icon todo-list

Crafted with HTML, CSS, JavaScript, Node.js, Express.js, EJS, and MongoDB, this intuitively designed To-Do List app streamlines task management. With distinct lists and user-friendly functionalities, it offers a seamless experience for efficient organization. โœ…๐Ÿ“‹

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