Mohammad ZeynaliMitigating Catastrophic Forgetting in Large-Scale Models with Extensive Parameters3d ago3d ago
Mohammad ZeynaliWeek-8:Configure AWS Lambda with a Docker Image and Invoke via APIIn this tutorial, I’ll guide you through the process of configuring an AWS Lambda function with a custom Docker image and invoking it using…5d ago5d ago
Mohammad ZeynaliWeek-7: Automating Container Deployment with AWS ECR and GitHub ActionsIn modern cloud-native environments, managing and deploying containerized applications efficiently is crucial. Amazon Web Services (AWS)…Sep 6Sep 6
Mohammad ZeynaliIntegrating Google Cloud Storage and AWS-S3 with DVCData Version Control (DVC) is an essential tool for managing large datasets and machine learning models. In this guide, we’ll walk through…Sep 6Sep 6
Mohammad ZeynaliWeek-6: Introduction to GitHub Actions: Basic WorkflowIn today’s fast-paced development environment, automation has become a crucial element of the software development process. Continuous…Sep 6Sep 6
Mohammad ZeynaliWeek-5: Understanding Docker and Docker ComposeDocker and Docker Compose have revolutionized the way developers build, ship, and run applications by providing isolated environments and…Sep 4Sep 4
Mohammad ZeynaliWeek-4: Converting and Running Machine Learning Models with ONNXAs machine learning models become more sophisticated and widespread in their applications, ensuring they can run efficiently across…Sep 41Sep 41
Mohammad ZeynaliWeek-3: How to Use DVC for Machine Learning Model ManagementIn the world of machine learning, managing data, code, and models efficiently is crucial for ensuring reproducibility and collaboration…Sep 2Sep 2
Mohammad ZeynaliWeek-2: Introduction to Hydra Configuration Management in Machine Learning ProjectsIn machine learning projects, managing configurations effectively is crucial for maintaining clarity, reproducibility, and flexibility…Sep 2Sep 2
Mohammad ZeynaliWeek-1: Enhancing Your PyTorch Lightning Workflow with Weights & BiasesIn the world of machine learning, effective experiment tracking and model evaluation are crucial for successful projects. Weights & Biases…Sep 2Sep 2