Machine Learning

Posts

• 18 min read

  Fine Tuning vs Prompting, When to Use Each

  Pramodh Kumar M

  Pramodh Kumar M

  Published: Aug 13, 2026 • Fine Tuning • Prompt Engineering • AI
• 23 min read

  Understanding LLMs for DevOps Beginners

  Pramodh Kumar M

  Pramodh Kumar M

  Published: Aug 7, 2026 • LLM • AI Agents • AI
• 22 min read

  What Is Retrieval Augmented Generation and Why It Matters

  Pramodh Kumar M

  Pramodh Kumar M

  Published: Aug 4, 2026 • RAG • LLM • Vector Database
• 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: Jul 16, 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: Jul 16, 2026 • MLOps • MLOps Pipeline • MLflow