10 databases supporting in-database machine learning
While approaches and capabilities differ, all of these databases allow you to build machine learning models right where your data resides.
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While approaches and capabilities differ, all of these databases allow you to build machine learning models right where your data resides.
4x-image / Getty Images In my August 2020 article, “How to choose a cloud machine learning platform,” my first guideline for choosing a platform was, “Be close to your data.” Keeping the code near the data is necessary to keep the latency low, since the speed of light limits transmission speeds. After all, machine learning — especially deep learning — tends to go through all your data multiple times (each time through is called an epoch). I said at the time that the ideal case for very large data sets is to build the model where the data already resides, so that no...