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21 min read Build Your First Neural Network in PyTorch to Classify Handwritten Digits Pramodh Kumar M Pramodh Kumar M Published: Aug 22, 2026 • pytorch • AI • Machine Learning
14 min read A Beginner's Guide to Vector Databases Pramodh Kumar M Pramodh Kumar M Published: Aug 15, 2026 • Vector Database • AI • Embeddings
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
