Serve machine learning models within a Docker container using Amazon SageMaker.
Project from Deep Learning Nanodegree - Udacity
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Example notebooks that show how to use VITech Lab SageMaker Models & Algorithms to apply machine learning and deep learning in Amazon SageMaker
Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model
Using Deep Learning for Demand Forecasting with Amazon SageMaker
Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker
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