Machine Learning

Posts

• 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.

  Last updated: Jun 29, 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.

  Published: 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.

  Last updated: May 29, 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.

  Published: 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.

  Published: May 12, 2026 • MLOps • Machine Learning • AI Engineering