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
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
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
In today’s rapidly evolving cloud ecosystem, it’s hard to overlook the profound impact containers have had on how we develop, deploy, and scale applications. Rooted in this revolution is the concept of serverless computing – a model that further abstracts infrastructure management, allowing developers to focus purely on code. Together, serverless and containers represent a
Welcome to our detailed guide on integrating WHM with AWS Simple Email Service (SES)! This post is designed to take you step-by-step through the process of configuring your WebHost Manager (WHM) to send emails using Amazon’s powerful and highly scalable email platform, AWS SES. AWS SES is renowned for its high deliverability and ability to
I am Atiqur Rahman graduated from BUET and am an AWS-certified solutions architect.
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