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Apache SystemDS provides an optimal workplace for machine learning using big data. It can be run on top of Apache Spark or standalone, where it automatically scales your data, line by line, determining whether your code should be run on the driver or an Apache Spark cluster. SystemDS include additional deep learning with GPU capabilities such as importing and running neural network architectures and pre-trained models for training.

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