This 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