hi,
I'm doing a project on the weather forecast with the machine learning algorithm, but I do not know how to select the best dataset
The best data sets for your study can be obtained from ECMWF
https://www.ecmwf.int/en/forecasts/datasets
you can find data from MERRA and if you means that what data must you use as input you can do correlation between input and output.
You can find some links to good sources of global datasets (reanalysis) here:
http://www.iacdc.tau.ac.il/datasets-category/reanalyses/
We have created a new weather events dataset that covers 49 states of the US, and it contains about 5 million weather events (rain, snow, storm, etc.) collected between 2016 and 2019. You may find this dataset here:
https://www.kaggle.com/sobhanmoosavi/us-weather-events
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