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Java Deep Learning Projects by Md. Rezaul Karim

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Cloud-based platforms for DL

Apart from the preceding libraries, there have been some recent initiatives for deep learning on the cloud. The idea is to bring deep learning capabilities to big data with millions of billions of data points and high-dimensional data. For example, Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform, and NVIDIA GPU Cloud (NGC) all offer machine and deep learning services that are native to their public clouds.

In October 2017, AWS released deep learning Amazon Machine Images (AMIs) for Amazon Elastic Compute Cloud (EC2) P3 instances. These AMIs come pre-installed with deep learning frameworks, such as TensorFlow, Gluon, and Apache MXNet, that are optimized for the NVIDIA Volta V100 GPUs within Amazon ...

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