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I'm curious what constitutes "big data" anymore. In an intermediate machine learning course, we train on nearly a petabyte of data using Google Colab and Jupyte
by bsenftner 5y ago
I'm curious what constitutes "big data" anymore. In an intermediate machine learning course, we train on nearly a petabyte of data using Google Colab and Jupyter Notebooks. Nobody discusses the size of the data requiring any special treatment due to its size... would not 95% of a petabyte be "big data"?
- happymellon 5y agoBig data is a shifting concept as computers gain more storage and faster commodity processors. My general rule of thumb is whether it is too big to put on my laptop. So greater than a couple of Tb's.
- pilotneko 5y agoWhat course are you taking? Imagenet is only 150 GB, and Common Crawl is only 320 TB. Big data is a moving target, but I’m comfortable defining it as data too large to fit in memory. Obviously, you can always get a bigger node, my rule is thumb is that if you need generators, you are working with big data.