5 posts

Machine Learning

13 min read
CI/CD for Machine Learning: Best Practices and Tools (2026 Guide)
Nimesha Jinarajadasa
Nimesha Jinarajadasa
Nimesha Jianrajadasa is a DevOps & Cloud Consultant, K8s expert, and instructional content strategist-crafting hands-on learning experiences in DevOps, Kubernetes, and platform engineering.
Jun 6, 2026 • 100 days of MLOps • CI/CD Pipeline • github actions
13 min read
Using Kubernetes for MLOps
Nimesha Jinarajadasa
Nimesha Jinarajadasa
Nimesha Jianrajadasa is a DevOps & Cloud Consultant, K8s expert, and instructional content strategist-crafting hands-on learning experiences in DevOps, Kubernetes, and platform engineering.
May 29, 2026 • Kubernetes • MLOps • 100 days of MLOps
16 min read
How to Build Your First MLOps Pipeline
Nimesha Jinarajadasa
Nimesha Jinarajadasa
Nimesha Jianrajadasa is a DevOps & Cloud Consultant, K8s expert, and instructional content strategist-crafting hands-on learning experiences in DevOps, Kubernetes, and platform engineering.
May 28, 2026 • MLOps • MLOps Pipeline • MLflow
9 min read
MLOps vs DevOps vs DataOps: Key Differences Explained
Nimesha Jinarajadasa
Nimesha Jinarajadasa
Nimesha Jianrajadasa is a DevOps & Cloud Consultant, K8s expert, and instructional content strategist-crafting hands-on learning experiences in DevOps, Kubernetes, and platform engineering.
May 15, 2026 • MLOps • DevOps • DataOps
10 min read
What is MLOps? A Complete Beginner’s Guide
Nimesha Jinarajadasa
Nimesha Jinarajadasa
Nimesha Jianrajadasa is a DevOps & Cloud Consultant, K8s expert, and instructional content strategist-crafting hands-on learning experiences in DevOps, Kubernetes, and platform engineering.
May 12, 2026 • MLOps • Machine Learning • AI Engineering