Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Uncode is a conceptual IDE designed for the cloud development, also a cloud-native low-code software development enviorment. Uncode 是一个面向云研发时代设计的下一代概念性 IDE。
A stateless CI/CD pipeline with Slack‑driven deployment approvals and automated rollbacks. Built using GitHub Actions, AWS Lambda and API Gateway for a fully auditable, production‑ready DevOps workflow.
An open-source tool to run any scheduled job on your infrastructure (Azure, Google, AWS). No daemon, no external dependencies, no subscription, and it works with your AI tools since all your code is in one place
Portfolio of Udacity Cloud DevOps Engineer Nanodegree projects covering AWS infrastructure, CI/CD pipelines, Docker, Kubernetes, and highly available web and ML microservice deployments.
Operationalize a Machine Learning Microservice API
Cloud DevOps C3 Refresh Project Starter - Build CI/CD Pipelines, Monitoring & Logging - Spring 2020
This project deploys a Kubernetes cluster on AWS using EKS and Terraform.
Deploy a High-Availability Web App using CloudFormation
End-to-end Jenkins CI/CD implementation on AWS EC2 covering Jenkins installation, Docker agent configuration, plugin setup, and pipeline-ready infrastructure for real-world DevOps workflows.
MLOps End-to-End Vehicle Insurance Project is a production-style machine learning pipeline for vehicle insurance data, covering data ingestion, validation, transformation, model training, evaluation, deployment, and CI/CD using MongoDB, AWS, Docker, and GitHub Actions.
Global Package Tracking
[Cloud & DevOps] Explain AWS cost drivers and review opportunities. Synthetic AWS-style billing reconciliation; Service/tag summaries and anomaly flags.
[Cloud & DevOps] Understand autoscaling under measured load. Replica calculator and containerized worker; Kubernetes probes, resource requests and HPA.
Supporting material and projects for a course on Cloud DevOps: Microservices.
This project deploys a serverless application using AWS CDK with TypeScript, including API Gateway, Lambda, and DynamoDB.
Hands-on deployment strategy lab demonstrating Rolling, Blue-Green, Canary, and Rollback deployments using Docker, Nginx, Flask, Docker Compose, and Bash.
production-style Healthtech platform — AWS · Terraform · Docker · GitHub Actions · NestJS · React
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