Block | Chapters |
---|---|
1. Introduction | Motivation, Context, Definitions |
Domain Model Properties | |
ML Lifecycle Patterns | |
Tooling Comparison | |
2. ForML Tutorial | Data Abstraction |
Task Dependency Management | |
Evaluation | |
Project Management | |
3. Avazu CTR Solution | Setup & Exploration |
Formal Base Model | |
Pipeline Enhancements | |
Release & Deployment | |
Production Lifecycle Iterations |
$ git clone git@github.com:formlio/mlprague23.git
$ cd mlprague23
mlprague23
project root directory (this will need to bind ports 8888
, 8000
, and 4040
on your machine):$ docker compose up -d