pandas · NumPy projects
Final-year project topics built with pandas · NumPy — working builds, abstracts and honest quotation pricing.
Thyroid Disorder Prediction using Machine Learning
This project builds a machine-learning classifier that predicts thyroid disorders — hyperthyroidism, hypothyroidism or normal...
Traffic Flow Forecasting using LSTM
This project builds an LSTM network that forecasts highway traffic speeds one hour ahead from loop-detector data. Trained on...
Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS)
This project predicts how many operating cycles a turbofan engine has left before failure, using the NASA C-MAPSS dataset of...
Used Car Price Prediction using Gradient Boosting
This project builds a gradient-boosting regressor that estimates a fair price for any used car from its brand, model segment,...
Water Potability Prediction using Machine Learning
This project builds a machine-learning classifier that predicts whether a water sample is potable from nine physicochemical l...
Wind Turbine Power Prediction using Random Forest
This project builds a random-forest regressor that predicts wind-turbine power output from SCADA telemetry — wind speed, dire...