AWS

Amazon Web Services is a subsidiary of Amazon providing on-demand cloud computing platforms and APIs to individuals, companies, and governments, on a metered pay-as-you-go basis. All articles related to AWS tips/tricks are placed here. It is the main area where AWS lovers find their choice of posts. To learn more, you can try this book from Amazon.

Ubuntu Install Helm in 2023

Helm is often referred to as the “package manager for Kubernetes”. Much like apt or yum In the Linux world, Helm facilitates the definition, installation, and management of Kubernetes applications through something called “charts”. These charts are collections of pre-configured Kubernetes resources, enabling users to deploy and manage complex applications with simple commands. With Helm,

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Top 5 Skills Every MLOps Engineer Should Master

In today’s data-driven landscape, Machine Learning Operations (MLOps) is increasingly becoming a critical function. Bridging the gap between machine learning model development and operations, MLOps ensures the smooth deployment and scaling of these models in real-world scenarios. As such, the role of an MLOps engineer is indispensable. But what does it take to excel in

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Optimizing Machine Learning Workflows using AWS MLOps Solutions

Introduction In the world of machine learning (ML), efficiency and optimization are paramount. The faster and more accurately a model can be trained, tested, and deployed, the greater the value it brings to an organization. Enter MLOps, which marries the world of ML with DevOps, emphasizing automation and monitoring at all steps of ML system

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MLOps Certification in 2023

Introduction What is MLOps?MLOps, a portmanteau of “Machine Learning” and “Operations”, is a set of practices, principles, and tooling conventions aimed at automating the end-to-end machine learning lifecycle. It’s an interdisciplinary field that bridges the gap between Data Science and IT Operations, ensuring seamless integration, deployment, and maintenance of ML models in production environments. Why

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Benefits of using ECR (Elastic Container Registry) over other Docker image repositories

In the dynamic landscape of containerization, storing and managing Docker images efficiently is a challenge every developer and organization faces. Amazon’s Elastic Container Registry (ECR) emerges as a front-runner in this realm. ECR is a fully-managed Docker container registry that makes it easy for developers to store, manage, and deploy Docker container images. While there

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About Myself

Atiqur Rahman

I am Atiqur Rahman graduated from BUET and am an AWS-certified solutions architect.

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