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This project aims to predict Celsius temperatures using machine learning techniques. It utilizes a dataset containing historical temperature records, including the year, month, day, and the corresponding Celsius temperature for Joliet, IL.
O objetivo deste desafio foi coletar dados de temperatura de uma API pública, realizar a limpeza e tratamento desses dados, gerar um modelo de regressão linear e realizar a predição de valores de temperatura para uma semana, comparando com os dados reais para medir a precisão do modelo.
WeatherPredictor is a comprehensive time series analysis project designed to forecast future temperatures based on historical data. Using advanced statistical models like ARIMA and SARIMA, this project analyzes and predicts temperature trends for various global cities.
Used normal neural networks and convolutional neural networks in many many data like animals, fashion, flowers classification, and also temperature predictions and time-series. Have fun. BTW used tensorflow for the works.
I tried to predict temperature of local area in Indonesia using data from BMKG (Badan Meteorologi, Klimatologi dan Geofisika) Indonesia and RNN Model from TensorFlow