May 11, 20251 yr These tools support automation, containerization, and continuous integration/deployment (CI/CD). They help developers build, test, and deploy scalable AI/ML or web applications. Containerization tools allow reproducible environments for experiments and microservices, while CI/CD tools handle multi-stage deployments. Tools (Expanded): Docker – Container platform for packaging applications and dependencies together. Critical for ML deployment and reproducible builds. Jenkins – An open-source automation server for building CI/CD pipelines. Integrates with version control, test runners, and container platforms. Heroku – Cloud platform for hosting Python, Node.js, and Java apps with Git-based deployment. Beginner-friendly for deploying AI apps and APIs.
Create an account or sign in to comment