--- title: "#aws-machine-learning articles | Hashnode" description: "Explore 4 articles tagged #aws-machine-learning on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/aws-machine-learning" --- Tag # #aws-machine-learning 4 posts · 0 followers [Gowtham](https://hashnode.com/@gowtham21) · [Apr 20](https://hashnode.com/posts/i-tested-gpt-oss-20b-against-the-field-the-architecture-explains-everything/69e5e84da832607113dfc214) ### [I Tested GPT-OSS-20B Against the Field. The Architecture Explains Everything](https://yobitelguest.hashnode.dev/i-tested-gpt-oss-20b-against-the-field-the-architecture-explains-everything?utm_source=hashnode&utm_medium=feed) 2 days debugging a 20B LLM on AWS. CUDA mismatch, OOM on g4dn, slow cold starts. Here is what fixed it. 5 min read · [yobitelguest.hashnode.dev](https://yobitelguest.hashnode.dev/i-tested-gpt-oss-20b-against-the-field-the-architecture-explains-everything?utm_source=hashnode&utm_medium=feed) [Connect Infosoft](https://hashnode.com/@connectinfosofttech) · [Sep 22, 2025](https://hashnode.com/posts/simple-aws-management-guide-to-natural-language-controls-connect-infosoft/68d13b58f7e49f7f71790954) ### [Simple AWS Management: Guide to Natural Language Controls | Connect Infosoft](https://azure-web-server-development.hashnode.dev/simple-aws-management-guide-to-natural-language-controls-connect-infosoft?utm_source=hashnode&utm_medium=feed) AWS (Amazon Web Services) can often make the management of the atmosphere feel heavy. With hundreds of services, complex configurations, and countless management consoles, it is easy to get lost in the details. Whether you are searching for cloud opp... 4 min read · [azure-web-server-development.hashnode.dev](https://azure-web-server-development.hashnode.dev/simple-aws-management-guide-to-natural-language-controls-connect-infosoft?utm_source=hashnode&utm_medium=feed) [Valere](https://hashnode.com/@valere) · [Feb 11, 2025](https://hashnode.com/posts/how-to-build-scalable-machine-learning-pipelines-on-aws/67ab5801922d00330d05344c) ### [How to Build Scalable Machine Learning Pipelines on AWS](https://valere.hashnode.dev/how-to-build-scalable-machine-learning-pipelines-on-aws?utm_source=hashnode&utm_medium=feed) When developing software for third parties, it’s important to avoid delivering intricate, black-box style solutions that are as beautiful as they are fragile. For many of our clients at Valere, a modular, cloud-based solution for ML development is j... 8 min read · [valere.hashnode.dev](https://valere.hashnode.dev/how-to-build-scalable-machine-learning-pipelines-on-aws?utm_source=hashnode&utm_medium=feed) [Rohit Pagote](https://hashnode.com/@rohitpagote) · [Nov 28, 2024](https://hashnode.com/posts/machine-learning/67486c473f416d6c420a963e) ### [Machine Learning](https://rohitpagote-aws.hashnode.dev/machine-learning?utm_source=hashnode&utm_medium=feed) Amazon offers machine learning services like Rekognition, Transcribe, and SageMaker for AI applications and data processing 4 min read · [rohitpagote-aws.hashnode.dev](https://rohitpagote-aws.hashnode.dev/machine-learning?utm_source=hashnode&utm_medium=feed)