Unlocking the Future: How to Predict Weather with LSTM
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12 ماه پیش
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LSTM, which stands for Long
LSTM, which stands for Long Short-Term Memory, is a type of recurrent neural network (RNN) architecture designed for handling sequences of data, making it particularly well-suited for time series analysis.
Weather Data: https://www.kaggle.com/code/hritik7080/time-series-forecasting-of-temperature-cnn-lstms/input
Notebook: https://github.com/iamtekson/deep-learning-for-earth-observation/tree/main/Notebooks/05.%20time-series-analysis-LSTM
Timestamps:
https://www.seevid.ir/fa/w/J6r11SKBSWY Intro
https://www.seevid.ir/fa/w/J6r11SKBSWY Intro to LSTM model
https://www.seevid.ir/fa/w/J6r11SKBSWY About dataset
https://www.seevid.ir/fa/w/J6r11SKBSWY Workflow and result of this video
https://www.seevid.ir/fa/w/J6r11SKBSWY Data preprocessing
https://www.seevid.ir/fa/w/J6r11SKBSWY Model training and temperature prediction
https://www.seevid.ir/fa/w/J6r11SKBSWY Outro
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12 ماه پیش
در تاریخ 1402/07/01 منتشر شده
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