Deploy Custom Deep Learning based Algorithm Docker Container on Amazon Sagemaker

Deploy Custom Deep Learning based Algorithm Docker Container on Amazon Sagemaker

In this article, I would be covering how we can deploy a custom deep learning container algorithm on Amazon Sagemaker. You will surely be surprised after reading it

In this article, I would be covering how we can deploy a custom deep learning container algorithm on Amazon Sagemaker. Sagemaker provides 2 options wherein the first option is to use built-in algorithms that Sagemaker offers that includes KNN, Xgboost, Linear Learner, etc. while the other option is to use your custom docker container from ECR(Elastic Container Registry). In this article, we would see how we can deploy our custom docker container and host it on Sagemaker. For data purposes, I have used the famous Titanic data set from Kaggle. You can refer to my Github repository  to find all the files required to deploy and host the container.

tensorflow deep-learning sagemaker

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