Iris Example

Links

• DataSet Kaggle
• Jupyter

Converter caderno em páginas

jupyter nbconvert --execute --no-input --template lab --to html iris_teste.ipynb
jupyter nbconvert --execute --no-input --template lab --to html iris_ml.ipynb

Consoles

Kaggle Dataset

kaggle datasets download -d uciml/iris
kaggle datasets download -d anmolkumar/health-insurance-cross-sell-prediction

Jupyter Server

• http://dev.abaccusapi.com.br:18888/lab?token=

docker run -d --name jupyter -p 18888:8888 --privileged --restart=unless-stopped jupyter/datascience-notebook:notebook-6.4.12

Mercury Server

docker run -d --privileged --name mercury -p 18080:8080 --restart=unless-stopped frkr/mercury

Zeppelin - Kernel Jupyter (Não é muito usado comercialmente)

• https://zeppelin.apache.org/docs/latest/interpreter/jupyter.html
• https://dzone.com/articles/using-a-jdbc-driver-with-apache-zeppelin
• https://zeppelin.apache.org/docs/latest/interpreter/jdbc.html
• https://www.progress.com/blogs/using-a-jdbc-driver-with-apache-zeppelin

Docker

Docker - NB Converter

• Docker

docker build . -f HTML.dockerfile -t web

Docker - Mercury

• Docker

docker build . -f Mercury.dockerfile -t web

Testes - Mercury

docker build . -t mercury -f MercurySolo.dockerfile

wsl docker run -it --rm -p 757:8000 --privileged -v$PWD:/home/jovyan mercury /bin/bash

mercury run requestJson.ipynb 0.0.0.0:8000

NGINX Conector

• https://hub.docker.com/r/tiangolo/uwsgi-nginx/

Estudo

• https://samgriesemer.com/Remote_jupyter_notebook
• https://supervised.mljar.com/
• https://github.com/mljar/mljar-supervised#automated-machine-learning
• https://huggingface.co/docs/huggingface_hub/quick-start
• https://scikit-learn.org/stable/
• https://github.com/jupyter/docker-stacks
• https://github.com/mljar/mercury
• https://mljar.com/mercury/
• https://mercury-docs.readthedocs.io/en/latest/yaml-parameters/