Deep Learning / sagemaker

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Serve machine learning models within a Docker container using Amazon SageMaker.

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Project from Deep Learning Nanodegree - Udacity

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Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

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Example notebooks that show how to use VITech Lab SageMaker Models & Algorithms to apply machine learning and deep learning in Amazon SageMaker

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Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model

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Using Deep Learning for Demand Forecasting with Amazon SageMaker

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Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker

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GPU IO optimizations for Deep Learning - Illustrated with Caltech 256 dataset on SageMaker. Here, we will be focusing on optimizations for improving I/O for GPU performance tuning. You can typically obtain 10X improvements in overall GPU training performance by just optimizing IO processing routines

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Distributed training with SageMaker's script mode using Horovod distributed deep learning framework

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