Is there any possible way to give file path in RStudio Cloud from local machine without need to upload them as it is getting crash because my datasets are of GB.
What you are describing is not possible, RStudio Cloud runs on servers in the cloud, it doesn't has direct access to your local files and even more, R work with in-memory data to even if you could access your files you would still run out of RAM memory.
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