--- title: "Cloud Tech (@cloudtech) | Hashnode" description: "Cloud Tech. Read the latest articles by Cloud Tech on Hashnode." url: "https://hashnode.com/@cloudtech" --- @cloudtech # Cloud Tech @cloudtech · Joined May 2021 Cloud Tech ### [Best practices for ML lifecycle stages](https://cloudtech.hashnode.dev/best-practices-for-ml-lifecycle-stages?utm_source=hashnode&utm_medium=feed) Building a machine learning model is an iterative process. For a successful deployment, most of the steps are repeated several times to achieve optimal results. The model must be maintained after deployment and adapted to changing environment. Let’s ... 19 min read · [cloudtech.hashnode.dev](https://cloudtech.hashnode.dev/best-practices-for-ml-lifecycle-stages?utm_source=hashnode&utm_medium=feed) [Feb 8, 2022](https://hashnode.com/posts/best-practices-for-ml-lifecycle-stages/6201f0223a8a6e5fe119ac8a) ### [Machine Learning Lifecycle Process](https://cloudtech.hashnode.dev/machine-learning-lifecycle-process?utm_source=hashnode&utm_medium=feed) Building and operating a typical ML workload is an iterative process, and consists of multiple phases. We identify these phases loosely based on the open standard process model for Cross Industry Standard Process Data Mining (CRISP-DM) as a general g... 4 min read · [cloudtech.hashnode.dev](https://cloudtech.hashnode.dev/machine-learning-lifecycle-process?utm_source=hashnode&utm_medium=feed) [Jan 31, 2022](https://hashnode.com/posts/machine-learning-lifecycle-process/61f7d1c500273a7c1776d912) ### [Welcome to DEV, CLOUD TECH!](https://cloudtech.hashnode.dev/welcome-to-dev-cloud-tech?utm_source=hashnode&utm_medium=feed) Welcome to our Dev.to blog! Everything about Cloud & Tech At CloudTech, Our Goal is Built a community of self reliant Cloud Architects, Builders and Developers who are eager to help people get started with cloud along with building and developing app... 3 min read · [cloudtech.hashnode.dev](https://cloudtech.hashnode.dev/welcome-to-dev-cloud-tech?utm_source=hashnode&utm_medium=feed) [Dec 22, 2021](https://hashnode.com/posts/welcome-to-dev-cloud-tech/61caa92a33e7cd256b0fc9e0) ### [Introducing Karpenter – An Open-Source High-Performance Kubernetes Cluster Autoscaler](https://cloudtech.hashnode.dev/introducing-karpenter-an-open-source-high-performance-kubernetes-cluster-autoscaler?utm_source=hashnode&utm_medium=feed) At re:Invent 2021, AWS announced the v0.5.0 release of Karpenter, marking its open-source, Kubernetes node provisioning project as production ready. With Karpenter, Kubernetes users can now dynamically provision underlying compute nodes based on pod ... 4 min read · [cloudtech.hashnode.dev](https://cloudtech.hashnode.dev/introducing-karpenter-an-open-source-high-performance-kubernetes-cluster-autoscaler?utm_source=hashnode&utm_medium=feed) [Dec 8, 2021](https://hashnode.com/posts/introducing-karpenter-an-open-source-high-performance-kubernetes-cluster-autoscaler/61c2f1c8a4458e671479e5c7) ### [Amazon launches AWS RoboRunner to support robotics apps & much more](https://cloudtech.hashnode.dev/amazon-launches-aws-roborunner-to-support-robotics-apps-and-much-more?utm_source=hashnode&utm_medium=feed) At a keynote during its Amazon Web Services (AWS) re:Invent 2021 conference today, Amazon launched AWS IoT RoboRunner, a new robotics service designed to make it easier for enterprises to build and deploy apps that enable fleets of robots to work tog... 5 min read · [cloudtech.hashnode.dev](https://cloudtech.hashnode.dev/amazon-launches-aws-roborunner-to-support-robotics-apps-and-much-more?utm_source=hashnode&utm_medium=feed) [Nov 29, 2021](https://hashnode.com/posts/amazon-launches-aws-roborunner-to-support-robotics-apps-and-much-more/61af6c8d079fa33c0860f58a)