--- title: "#aws-sagemaker articles | Hashnode" description: "Explore 25 articles tagged #aws-sagemaker on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/aws-sagemaker" --- Tag # #aws-sagemaker 25 posts · 3 followers [N Chandra Prakash Reddy](https://hashnode.com/@ChandraPrakash1996) · [Sep 5](https://hashnode.com/posts/fair-data-for-agentic-ai/6a9c29af7824eacb6f92d7f2) ### [FAIR Data for Agentic AI](https://devopstour.hashnode.dev/fair-data-for-agentic-ai?utm_source=hashnode&utm_medium=feed) Key insights from AWS Community Day Chennai | March 7, 2026 9 min read · [devopstour.hashnode.dev](https://devopstour.hashnode.dev/fair-data-for-agentic-ai?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/fair-data-for-agentic-ai/6a9c29af7824eacb6f92d7f2) [Imran M](https://hashnode.com/@imran-m) · [Jan 28](https://hashnode.com/posts/acing-the-mlops-interview-building-a-production-grade-real-time-fraud-detection-pipeline-on-aws/697a17cc80cd472e3e51f070) ### [🚀 Acing the MLOps Interview: Building a Production-Grade Real-Time Fraud Detection Pipeline on AWS](https://blog-fluxion0ps.hashnode.dev/acing-the-mlops-interview-building-a-production-grade-real-time-fraud-detection-pipeline-on-aws?utm_source=hashnode&utm_medium=feed) Excel in MLOps interviews with tips on designing secure, scalable fraud detection pipelines on AWS, focusing on architecture improvements 18 min read · [blog-fluxion0ps.hashnode.dev](https://blog-fluxion0ps.hashnode.dev/acing-the-mlops-interview-building-a-production-grade-real-time-fraud-detection-pipeline-on-aws?utm_source=hashnode&utm_medium=feed) [Saksham Paliwal](https://hashnode.com/@sakshampaliwal) · [Jan 17](https://hashnode.com/posts/what-is-aws-sagemaker-actually/696bc258bc16f680ba8935b1) ### [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... 5 min read · [sakshampaliwal.hashnode.dev](https://sakshampaliwal.hashnode.dev/what-is-aws-sagemaker-actually?utm_source=hashnode&utm_medium=feed) [Priya Raimagiya](https://hashnode.com/@priyaraimagiya123) · [Jul 24, 2025](https://hashnode.com/posts/top-10-benefits-of-using-amazon-sagemaker/688731b43e8c807495c45d6e) ### [Top 10 Benefits of Using Amazon SageMaker for Machine Learning Projects](https://priya1234.hashnode.dev/top-10-benefits-of-using-amazon-sagemaker?utm_source=hashnode&utm_medium=feed) Machine learning has become a cornerstone of smart decision-making in modern businesses. However, building, training, and deploying ML models at scale can be complex, time-consuming, and expensive. That’s where Amazon SageMaker steps in. This fully m... 4 min read · [priya1234.hashnode.dev](https://priya1234.hashnode.dev/top-10-benefits-of-using-amazon-sagemaker?utm_source=hashnode&utm_medium=feed) [Mokka Madan Mohan](https://hashnode.com/@Madan22) · [Jul 11, 2025](https://hashnode.com/posts/detecting-email-spam-with-amazon-sagemaker-a-hands-on-ml-project/687147d12e06c94b521403f0) ### [Detecting Email Spam with Amazon SageMaker – A Hands-on ML Project](https://madanmohan.hashnode.dev/detecting-email-spam-with-amazon-sagemaker-a-hands-on-ml-project?utm_source=hashnode&utm_medium=feed) Hey readers!Today, I’m excited to share a project that combines the power of Machine Learning with Amazon SageMaker – an end-to-end platform that lets you build, train, and deploy models at scale. The goal of this project is to build an Email Spam De... 3 min read · [madanmohan.hashnode.dev](https://madanmohan.hashnode.dev/detecting-email-spam-with-amazon-sagemaker-a-hands-on-ml-project?utm_source=hashnode&utm_medium=feed) [Hamna Kaleem](https://hashnode.com/@HKALEEM) · [Jun 19, 2025](https://hashnode.com/posts/i-just-earned-my-aws-certified-machine-learning-specialty-badge/685424841f5fdf3103719f23) ### [🚀 I Just Earned My AWS Certified Machine Learning – Specialty Badge!](https://untitled-drafts.hashnode.dev/i-just-earned-my-aws-certified-machine-learning-specialty-badge?utm_source=hashnode&utm_medium=feed) I’m thrilled to share that I have officially earned the AWS Certified Machine Learning – Specialty credential! 🎉This certification validates my expertise in designing, building, and deploying machine learning (ML) models on AWS and I’m excited to br... 2 min read · [untitled-drafts.hashnode.dev](https://untitled-drafts.hashnode.dev/i-just-earned-my-aws-certified-machine-learning-specialty-badge?utm_source=hashnode&utm_medium=feed) [Tanseer Khan](https://hashnode.com/@tanseer) · [Jun 13, 2025](https://hashnode.com/posts/dive-into-aws-sagemaker-effortless-machine-learning-without-server-complexity-no-servers-no-headaches/684c2801864f62c96a682df0) ### [Dive Into AWS SageMaker : Effortless Machine Learning Without Server Complexity, No Servers, No Headaches!](https://devops-aws-cloud.hashnode.dev/dive-into-aws-sagemaker-effortless-machine-learning-without-server-complexity-no-servers-no-headaches?utm_source=hashnode&utm_medium=feed) AWS for Machine Learning 3 min read · [devops-aws-cloud.hashnode.dev](https://devops-aws-cloud.hashnode.dev/dive-into-aws-sagemaker-effortless-machine-learning-without-server-complexity-no-servers-no-headaches?utm_source=hashnode&utm_medium=feed) [ferozekhan](https://hashnode.com/@ferozekhan) · [Jun 5, 2025](https://hashnode.com/posts/automating-infrastructure-deployment-with-ai-models-in-amazon-bedrock-terraform-aws-sagemaker-and-aws-codebuild/684129ef29139f93e92ce6bc) ### [Automating Infrastructure Deployment with AI Models in Amazon Bedrock, Terraform, AWS SageMaker, and AWS CodeBuild](https://highcloud.hashnode.dev/automating-infrastructure-deployment-with-ai-models-in-amazon-bedrock-terraform-aws-sagemaker-and-aws-codebuild?utm_source=hashnode&utm_medium=feed) In today's fast-paced world of technology, automating infrastructure deployment is crucial for maintaining efficiency and consistency. This blog post will guide you through the process of generating Terraform code using AI models available via Amazon... 3 min read · [highcloud.hashnode.dev](https://highcloud.hashnode.dev/automating-infrastructure-deployment-with-ai-models-in-amazon-bedrock-terraform-aws-sagemaker-and-aws-codebuild?utm_source=hashnode&utm_medium=feed) [Anton R Gordon](https://hashnode.com/@AntonRGordon) · [May 31, 2025](https://hashnode.com/posts/ensuring-compliance-in-ai-systems-strategies-and-tools-insights-from-anton-r-gordon/683ada04782d7d1ed7031ba2) ### [Ensuring Compliance in AI Systems: Strategies and Tools – Insights from Anton R Gordon](https://antonrgordon.hashnode.dev/ensuring-compliance-in-ai-systems-strategies-and-tools-insights-from-anton-r-gordon?utm_source=hashnode&utm_medium=feed) Learn AI compliance strategies: data governance, model fairness, security, continuous monitoring—insights from Anton R Gordon 3 min read · [antonrgordon.hashnode.dev](https://antonrgordon.hashnode.dev/ensuring-compliance-in-ai-systems-strategies-and-tools-insights-from-anton-r-gordon?utm_source=hashnode&utm_medium=feed) [Maitry Patel](https://hashnode.com/@maitry20) · [May 6, 2025](https://hashnode.com/posts/building-domain-specific-ai-with-rag-using-amazon-q-bedrock-and-langchain/6819edd39a0d1692d157d83d) ### [Building Domain-Specific AI with RAG: using Amazon Q, Bedrock, and LangChain](https://ragstack.hashnode.dev/building-domain-specific-ai-with-rag-using-amazon-q-bedrock-and-langchain?utm_source=hashnode&utm_medium=feed) As organizations adopt Large Language Models(LLMs), one challenge keeps surfacing: how do you make them useful with your data? Most LLMs are trained on the internet, but internal documents, healthcare records, compliance policies, or financial report... 5 min read · [ragstack.hashnode.dev](https://ragstack.hashnode.dev/building-domain-specific-ai-with-rag-using-amazon-q-bedrock-and-langchain?utm_source=hashnode&utm_medium=feed)