By reading papers, we were able to learn what others (e.g., LinkedIn) have found to work (and not work). We can then adapt their approach and not have to reinvent the rocket. This helps us deliver a working solution with lesser time and effort. Checkout PrimeXBT
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Source: https://www.kdnuggets.com/2021/02/reading-papers-effective-data-scientist.html