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This doesn't really work as most AI Modeling is very resource intense (GPU / TPU etc.) that most business aren't going to have.
by ganoushoreilly 7y ago
This doesn't really work as most AI Modeling is very resource intense (GPU / TPU etc.) that most business aren't going to have.
- streetcat1 7y agoSo I would argue that most businesses use tabular data that can be used to train classical models (XGB, etc), and reach the same performance (if not better) than deep learning.
- andreilys 7y agoThis can be circumvented through the use of transfer learning and super convergence. You can now train a State of the art image classifier with nothing more than a google colab notebook (free to use). That’s for deep learning. For classical ML (I.e. XGboost) it really doesn’t take much time or compute to create a model that has business value