Learn ZenML

Guides, examples and projects

Discover how to build production-ready ML pipelines with ZenML through our curated learning resources. Whether you're looking for step-by-step instructions, complete project implementations, or specific examples, you'll find resources to accelerate your ML workflow.

Guides

Step-by-step instructions to help you master ZenML concepts and features.

Starter Guide

Get started with ZenML fundamentals and set up your first pipeline

Production Guide

Move your ML pipelines from development to production

LLMOps Guide

Build and deploy Large Language Model pipelines

Projects

Complete end-to-end implementations that showcase ZenML in real-world scenarios. See all projects in our website →

Sign Language Detection with YOLOv5

End-to-end computer vision pipeline

NightWatch

AI Database Summaries While You Sleep

GameSense

The LLM That Understands Gamers

ZenCoder

Your Own MLOps Engineer

ZenML Support Agent

A production-ready agent that can help you with your ZenML questions.

Magic Photobooth

A personalized AI image generation product that can create your avatars from a selfie.

EuroRate Predictor

Turn European Central Bank data into actionable interest rate forecasts with this comprehensive MLOps solution.

Examples

Focused code snippets and templates that address specific ML workflow challenges. See all examples in GitHub →

Quickstart

Bridging Local Development and Cloud Deployment

End-to-End Batch Inference

Supervised ML project built with the ZenML framework and its integration.

Basic NLP with BERT

Build NLP models with production-ready ML pipeline framework

Computer Vision with YoloV8

End-to-end computer vision pipeline with modular design

LLM Finetuning

LLM fine-tuning pipeline with PEFT approach