Archive - MLOps.TV | School of Devops

Augmented Generation in LLMs: RAG vs. CAG

Optimizing Large Language Models with Dynamic and Cached Knowledge Retrieval and what MLOps Practitioner Should Know about it.

Mar 22 •

Beginner’s Guide to LLMs 🧠 : How Large Language Models Power the GenAI Revolution

A simplified crash course on Large Language Models for DevOps and tech professionals—learn what LLMs are, how they work, and how to build smarter…

Mar 21 •

What is MLOps, and Why Should You Care?

Learn why MLOps is crucial, how it bridges the gap between data science and production, and how you can get started in this evolving field

Mar 13 •

MLOps Just Got Hotter: Why Agentic AI Like Manus Is Your Signal to Dive In

The AI revolution isn’t slowing down—it’s speeding up. If you’re a techie looking for your next big break, MLOps is where the action is.

Mar 13 •

MLOps ≠ DevOps for AI: Why Your Mental Model Needs an Upgrade

The most dangerous assumption in our field is thinking you can just "DevOps" your way through ML systems

Mar 11 •

Part VIII - Career Paths: From DevOps to MLOps

Charting Your Course in the AI Operations Landscape

Mar 5 •

February 2025

Why MLOps Engineers Need to Think Like ML Researchers (And Here's Where to Start) 🧠

Your Weekend Reading List That Will Make You a Better MLOps Professional

Feb 7 •

January 2025

The AI/ML Dream Team 2025: Decoding Roles and Responsibilities

Explore the key personas driving AI innovation in 2025—and how MLOps practitioners are the crucial link between experimentation and production

Jan 29 •

Part VII - The New World of ML Infrastructure

From Container Orchestration to AI Systems: A DevOps Engineer's Guide

Jan 21 •

December 2024

Part VII - The New World of AI Engineering / ML Infrastructure

From Container Orchestration to AI Systems: A DevOps Engineer's Guide

Dec 16, 2024 •

Part VI: LLMOps: Operating in the Age of Large Language Models

A DevOps Guide to Running Language Models in Production

Dec 13, 2024 •

Should MLOps Teams Care About Google's Quantum Chip? A No-Nonsense Guide 🤔

A practical guide for MLOps practitioners who don't want to get lost in the quantum hype

Dec 12, 2024 •

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