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Search options questions only not deleted user 76064

Questions mostly concerned with managing data, without focus on pre-processing or modelling.

8 votes
4 answers
5k views

XGBoost Huge Dataset ~1TB

Can a gradient boosting solution like XGBoost or Lightbgm be used for a huge amount of data ? I have a csv file of 820GB containing 1 Billion observations and each observation has 650 datapoints. … Is this too much data for XGBoost ? I have searched all over the internet for a solution to when the data won't fit into RAM memory to no avail. …
Medz Benz's user avatar