ai-ml-workshop

This repo contains the content for the "Navigating the AI/ML Development Lifecycle: A Hands-On Workshop" workshop for JNation 2024

Setup

This workshop uses docker, to setup:

In case of setup issues the labelling notebook can be found on Google Colab (free cloud notebook) here:

File -> save copy in Drive to save an interactive copy

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
data		data
models		models
src		src
00_context.md		00_context.md
01_data_representation.ipynb		01_data_representation.ipynb
02_labelling.ipynb		02_labelling.ipynb
03_data_preparation.ipynb		03_data_preparation.ipynb
04_model_exploration.ipynb		04_model_exploration.ipynb
05_deployment.md		05_deployment.md
Dockerfile		Dockerfile
Makefile		Makefile
README.md		README.md
poetry.lock		poetry.lock
pyproject.toml		pyproject.toml