Free Live Online MLOps Bootcamp 2026

Build practical MLOps foundations in this free, live online bootcamp starting 31 August 2026, with hands-on labs covering deployment, automation and monitoring. Coding Macaw Bootcamp designed this instructor-led programme for learners who want to understand how machine learning models move beyond experimentation and into reliable production systems. The training connects machine learning, DevOps and cloud engineering through practical workflows informed by current US hiring trends. ## What the bootcamp covers The published curriculum follows the complete MLOps lifecycle, from foundational concepts to deployment and career planning. Topics include: - MLOps and AI production systems - The machine learning lifecycle and Python for MLOps - Git, GitHub and Data Version Control (DVC) - Docker for machine learning applications - Building REST model APIs with FastAPI and Flask - CI/CD pipelines using GitHub Actions - Kubernetes-based model deployment - MLflow experiment tracking and model registry workflows - Model monitoring, drift detection and alerts - AWS and Azure fundamentals, cloud deployment and an end-to-end MLOps project Although advertised as a five-day bootcamp, the event page presents these subjects as ten curriculum modules. The format combines live instructor-led teaching, hands-on practical labs, production deployment demonstrations and a real-world mini project. ## Who should attend? This is a foundational programme suited to students, freshers and career switchers, as well as Python developers, software engineers, machine learning engineers, data scientists, DevOps engineers, cloud engineers and other IT professionals. It is positioned as a starting point for careers including MLOps Engineer, AI Infrastructure Engineer and Machine Learning Engineer. Participants are also promised career-focused support, including resume guidance, LinkedIn profile optimisation, a career roadmap, mock interview preparation, placement assistance, job support and a course completion certificate. ## Schedule and access The programme starts on Monday 31 August 2026 and runs 100% online. The Eventbrite listing shows an opening session from 8:30am to 11:30am EDT, while the programme details advertise morning and evening EST batches at 10:30am–12:30pm and 8:30pm–10:30pm.… Register for this event