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From CS Student to MLOps Engineer | Complete Free Course & Roadmap 2026

A complete, structured, 12-week MLOps course — from zero to job-ready — built around what real UK job descriptions actually require. Every tool. Every skill. Every resource. Completely free.

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🔗 FREE COURSE:
📚 ALL RESOURCES:

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📋 12-WEEK ROADMAP

Phase 1 — The Foundation (Weeks 1–4)
▸ Linux & Command Line
▸ Docker Part 1 — Images, Containers, Dockerfiles
▸ Docker Part 2 — Compose, Volumes, Networks
▸ Git & GitHub for Engineers

Phase 2 — ML in Production (Weeks 5–8)
▸ MLflow — Experiment Tracking & Model Registry
▸ FastAPI — Model Serving & REST APIs
▸ CI/CD with GitHub Actions
▸ AWS Cloud Deployment (EC2, S3, ECR, ECS)

Phase 3 — Expert Level (Weeks 9–12)
▸ Kubernetes — Container Orchestration
▸ Monitoring — Prometheus & Grafana
▸ Full End-to-End Pipeline Project
▸ Portfolio Polish & Job Applications

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💬 Comment your name, where you're from, and your goal — I reply to every single one.

📩 Know someone in university figuring out their career? Share this with them.

#MLOps #FreeMLOpsCourse #MLOpsRoadmap #MachineLearning #MLOpsEngineer #Docker #Kubernetes #AWS #FastAPI #MLflow #CICD #AIJobs #UKTechJobs #FreeOnlineCourse

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Видео From CS Student to MLOps Engineer | Complete Free Course & Roadmap 2026 канала Coding Tips With Bilal
mlops mlops course mlops tutorial mlops for beginners mlops roadmap mlops engineer free mlops course mlops full course machine learning operations mlops pipeline kubernetes tutorial ml model serving prometheus grafana mlops project end to end mlops mlops jobs uk mlops engineer salary devops for machine learning ml infrastructure ml platform engineer ai infrastructure free online course learn mlops free mlops engineer roadmap mlops tools
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