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predictive-analysis

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Demand Forecasting Project A web application for predicting future demand for part numbers based on historical data. Built with React for the frontend and FastAPI with Python for the backend, this application visualizes demand trends and allows users to input additional data for improved accuracy. In render analyzer is frontend analysis is backend

  • Updated Oct 27, 2024
  • Python

Cab Investment Strategy in the US examines market trends, customer demographics, and profitability for Pink Cab and Yellow Cab, offering insights to guide strategic investment decisions through data analysis, visualizations, and forecasting.

  • Updated Oct 27, 2024
  • Jupyter Notebook

This project predicts flight delays using machine learning. It analyzes various factors such as weather, airline data, airport congestion, and flight capacity. With an accuracy of 80%, the model provides insights into key delay causes, helping improve flight scheduling and passenger experience.

  • Updated Sep 30, 2024
  • Jupyter Notebook

This project predicts future electricity consumption using machine learning, specifically the XGBoost algorithm. It includes time series analysis, feature engineering, and hyperparameter tuning to improve model accuracy. The analysis helps forecast electricity demand, enabling better energy management and resource planning for utilities and busines

  • Updated Sep 30, 2024
  • Jupyter Notebook

✨Data Predictor is a web application designed to facilitate the analysis of CSV data using AI models. Users can upload their datasets, select target columns, and receive predictions powered by advanced AI algorithms.

  • Updated Sep 29, 2024
  • Vue

Data analysis and machine learning models to predict SpaceX rocket launch outcomes using historical data, interactive visualizations, and predictive analytics.

  • Updated Sep 19, 2024
  • Jupyter Notebook

Quantum-Based Predictive Market Analysis (QBPMA) is a quantum algorithm designed to analyze and predict market trends with higher accuracy using quantum computing principles.

  • Updated Sep 5, 2024
  • Python

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