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Predict weather conditions using historical climate data and machine learning models
Develop a weather forecasting platform that uses historical meteorological data to predict temperature, rainfall, humidity, and wind speed using regression and time-series ML models.
Weather prediction model
Historical data analysis
Prediction dashboard
Graphical trend visualization
Model retraining system
ML training pipeline, FastAPI prediction service, React dashboard visualization
Python programming
Data preprocessing
Regression models
API development
Build time-series models
Deploy ML APIs
Visualize scientific data
Data collection and cleaning
Regression model implementation
Prediction API
Visualization and graphs
Model evaluation and improvements