Ecosyste.ms: Awesome

https://github.com/udhaya2823/sentiment-analysis-model---deploy-using-aws-services-hugging-face-pretrained-model

🚀This project delivers a scalable and secure web application, powered by AWS services and accessible via Streamlit or Gradio. 🧠The model analyzes tweets to classify sentiments as Positive, Negative, or Neutral, based on entity-level context. Key steps include fine-tuning or leveraging pre-trained models, storing them in S3, and deploying via EC2.

aws-ec2 aws-rds aws-s3 data-science deep-learning gradio huggingface-transformers python pytorch sentiment-analysis streamlit twitter-sentiment-analysis

Last synced: 09 Jan 2025

https://github.com/udhaya2823/cardheko-used_car_price_prediction

🚗 Car Dheko - Used Car Price Prediction This project enhances Car Dheko's customer experience by deploying an ML model that predicts used car prices accurately. Using a multi-city dataset, we perform data cleaning, feature engineering, and model optimization. The final model is hosted on a Streamlit app, providing instant price prediction.

data-cleaning-and-preprocessing documentation-and-reporting exploratory-data-analysis machine-learning-model-deployment model-deployment model-evaluation-and-optimization price-prediction-techniques streamlit-application-development

Last synced: 01 Jan 2025

https://github.com/udhaya2823/red_bus_project

🚌 Red Bus Project Overview The Red Bus Project is a web scraping and visualization tool built with Selenium to extract bus information from the RedBus website. It stores the data in a MySQL database and provides an interactive visualization interface using Streamlit. The goal is to deliver insights into bus schedules, prices, ratings, etc...

data-science database-management datascraping pandas python selenium-python sql streamlit-webapp

Last synced: 01 Jan 2025

https://github.com/udhaya2823/dataspark-illuminating-insights-for-global-electronics

✨DataSpark✨ is a powerful analytics project transforming raw retail data into actionable insights for Global Electronics. By leveraging Python, SQL, and interactive visualizations, it uncovers trends in customer behavior, sales performance, and product popularity, driving smarter business decisions and boosting growth.

data-science data-visualization database-management datacleaning exploratory-data-analysis matplotlib numpy pandas powerbi python seaborn sql version-control

Last synced: 07 Dec 2024

https://github.com/udhaya2823/microsoft---classifying-cybersecurity-incidents-with-machine_learning

🚨Microsoft: Classifying Cybersecurity Incidents with Machine Learning🔐 This project leverages the power of Machine Learning to classify cybersecurity incidents 🚨, improving the efficiency of Security Operation Centers (SOCs) at Microsoft. We train a model to predict incident grades, helping analysts prioritize threats with precision🎯.

classification data feature-engineering iqr-method machine-learning matplotlib model-evaluation modelselection predictive-modeling python sklearn

Last synced: 24 Nov 2024

https://github.com/udhaya2823/dominos---predictive-purchase-order-system

Transforming inventory management in the food service industry! This project leverages 📊 time series forecasting and 🤖 predictive modeling to optimize Dominos' 🍕 ingredient ordering process. By analyzing historical sales data and ingredient requirements, it accurately forecasts demand, minimizes waste ♻️, and ensures optimal stock levels ✅.

Last synced: 18 Dec 2024