MFTCN: A Multi-Frequency Temporal Convolutional Network for Short-Term Temperature Prediction
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Jan 29, 2024 - Python
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temperature-forecasting
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Temperature and Dewpoint Forecasting using the ARIMA and Auto-ARIMA model respectively.
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Nov 26, 2020 - Jupyter Notebook
World Temperature Viewer is more than just a data visualization tool; it is a conduit for knowledge transfer, fostering a greater understanding of the far-reaching impacts of global warming and climate change
nasa global-warming prophet climate-change sustainable-development-goals driven-data climate-action temperature-forecasting berkeley-earth
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Jan 28, 2024 - Jupyter Notebook
I have worked on this project as part of my exploration of machine learning algorithms. I have understood the deep concept behind Arima-Model and Auto-Arima-Model. Also, this notebook contains data cleaning and data visualization things which make things easier to understand.
data-visualization time-series-analysis arima-forecasting predicting-temperature-profiles temperature-forecasting
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Sep 24, 2022 - Jupyter Notebook
In this project, I analyzed weather data from the NCEI Global Surface Summary of Day dataset using PySpark in Jupyter Notebook. Tasks included data cleaning, statistical analysis, and forecasting for temperature, wind speed, precipitation, and extreme weather events. The project also predicts future weather patterns for Cincinnati and Florida.
data-science machine-learning jupyter-notebook pyspark data-engineering statistical-analysis uc data-analysis predictive-modeling data-cleaning big-data-analytics time-series-forecasting university-of-cincinnati precipitation-analysis temperature-forecasting wind-speed-data uc2026 cs5165 introduction-to-cloud-computing
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Nov 12, 2024 - Jupyter Notebook
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