---
title: "Discussion on \"What Is AWS SageMaker, Actually?\" | Hashnode"
description: "Discussion on \"What Is AWS SageMaker, Actually?\". You've been building APIs, deploying containers, managing CI/CD pipelines... and now someone mentions \"training a model\" and suddenly everyone's talking about GPUs, Jupyter notebooks, and something called SageMaker.\nAnd you're like, wait. I thought w..."
url: "https://hashnode.com/posts/what-is-aws-sagemaker-actually/696bc258bc16f680ba8935b1"
---

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# [What Is AWS SageMaker, Actually?](https://sakshampaliwal.hashnode.dev/what-is-aws-sagemaker-actually?utm_source=hashnode&utm_medium=feed)

You've been building APIs, deploying containers, managing CI/CD pipelines... and now someone mentions "training a model" and suddenly everyone's talking about GPUs, Jupyter notebooks, and something called SageMaker. And you're like, wait. I thought w...

Jan 17 · 5 min read · sakshampaliwal.hashnode.dev  
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-   [#aws-sagemaker](https://hashnode.com/tag/aws-sagemaker)
-   [#sagemaker](https://hashnode.com/tag/sagemaker)
-   [#aws](https://hashnode.com/tag/aws)
-   [#mlops-machinelearning-aws-amazonsagemaker-modeltraining-modelversioning-modeldeployment-continuousintegration-continuousdeployment-machinelearningpipelines-datascience-cloudcomputing-ai-devops-modelregistry-sagemakerendpoints-codepipeline-docker-autoscaling-cloudwatch](https://hashnode.com/tag/mlops-machinelearning-aws-amazonsagemaker-modeltraining-modelversioning-modeldeployment-continuousintegration-continuousdeployment-machinelearningpipelines-datascience-cloudcomputing-ai-devops-modelregistry-sagemakerendpoints-codepipeline-docker-autoscaling-cloudwatch)
-   [#ai](https://hashnode.com/tag/ai)

## Written by

[Saksham Paliwal](https://hashnode.com/@sakshampaliwal)

@sakshampaliwal · New Delhi, India

  
[View profile](https://hashnode.com/@sakshampaliwal)

DevOps Engineer☁️|| Kubernetes || Linux🐧 || Amazon Web Services|| Google Cloud || Azure

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