Certificate of completion MLOps 1

This course provides a solid foundation in MLOps, helping Data Scientists, Data Analysts, and AI Engineers develop skills in deploying, managing, and optimizing Machine Learning systems in production environments. Learners will explore Linux, Bash scripting, Web APIs with FastAPI, software testing with Pytest, and containerization techniques using Docker and Kubernetes. The course also covers CI/CD with Jenkins, cloud deployment on GCP, Infrastructure as Code with Terraform and Ansible, as well as system monitoring with Prometheus, Grafana, and the ELK stack. Learners will apply their knowledge by deploying an OCR application from development to operation, reinforcing practical MLOps skills.