--- title: "Sampath Kumar Basa (@samtechblog) | Hashnode" description: "MLOPS Engineer. Read the latest articles by Sampath Kumar Basa on Hashnode." url: "https://hashnode.com/@samtechblog" --- @samtechblog # Sampath Kumar Basa @samtechblog · India · Joined August 2022 MLOPS Engineer ### [New ML Governance Tools for Amazon SageMaker](https://blog.cloudnloud.com/new-ml-governance-tools-for-amazon-sagemaker?utm_source=hashnode&utm_medium=feed) Simplify Access Control and Enhance Transparency Over Your ML Projects 5 min read · [blog.cloudnloud.com](https://blog.cloudnloud.com/new-ml-governance-tools-for-amazon-sagemaker?utm_source=hashnode&utm_medium=feed) [Jan 17, 2023](https://hashnode.com/posts/new-ml-governance-tools-for-amazon-sagemaker/63c66b914e38defc3c821557) ### [AWS SageMaker MLOps Project Walkthrough](https://blog.cloudnloud.com/aws-sagemaker-mlops-project-walkthrough?utm_source=hashnode&utm_medium=feed) This walkthrough uses the template MLOps template for model building, training, and deployment to demonstrate using MLOps projects to create a CI/CD system to build, train, and deploy models. Prerequisites To complete this walkthrough, you need: An ... 6 min read · [blog.cloudnloud.com](https://blog.cloudnloud.com/aws-sagemaker-mlops-project-walkthrough?utm_source=hashnode&utm_medium=feed) [Dec 18, 2022](https://hashnode.com/posts/aws-sagemaker-mlops-project-walkthrough/639efc5c5b6d10c59e949ca2) ### [Mapping Out the Requirements](https://blog.cloudnloud.com/mapping-out-the-requirements?utm_source=hashnode&utm_medium=feed) Introduction In this blog, we are going to talk about mapping out the requirements. Specifically, we're going to talk about our machine learning operation scenario and some first steps. We're also going to map out some core requirements and introduce... 4 min read · [blog.cloudnloud.com](https://blog.cloudnloud.com/mapping-out-the-requirements?utm_source=hashnode&utm_medium=feed) [Oct 31, 2022](https://hashnode.com/posts/mapping-out-the-requirements/635fdb9c3d4c7d0bfefa7161) ### [MLOPS Beginner Series A-Z Part-1](https://blog.cloudnloud.com/mlops-beginner-series-a-z-part-1?utm_source=hashnode&utm_medium=feed) Introduction In this blog, we are going to talk about defining machine learning operations. What does that mean? Well, we're first going to take a look at what machine learning is. I felt that it was important before diving into the machine learning ... 6 min read · [blog.cloudnloud.com](https://blog.cloudnloud.com/mlops-beginner-series-a-z-part-1?utm_source=hashnode&utm_medium=feed) [Oct 21, 2022](https://hashnode.com/posts/mlops-beginner-series-a-z-part-1/635285c358bffb1c42c90ea1) ### [MLOPS Beginner Series A-Z](https://blog.cloudnloud.com/mlops-beginner-series-a-z?utm_source=hashnode&utm_medium=feed) Introduction Hey, what's up folks, Welcome to Machine Learning Ops beginner series. Machine learning is one of the hottest fields in IT right now. This is a trend that will accelerate over the next couple of decades. There has never been a better tim... 2 min read · [blog.cloudnloud.com](https://blog.cloudnloud.com/mlops-beginner-series-a-z?utm_source=hashnode&utm_medium=feed) [Oct 5, 2022](https://hashnode.com/posts/mlops-beginner-series-a-z/633d1a9cadebb1f2ec64e3ea)