Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
27 min

Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You

PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning python test-driven-development tdd data-analysis data-cleaning scikit-learn pandas jupyter-notebooks pytest recommendation-engines
Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments
27 min

Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments

PyCon - PyCon US 2023
Rob de Wit
jupyter-notebooks machine-learning ml-pipelines reproducible-research data-science git dvc experiment-tracking python stable-diffusion
Developing on Google Cloud with Python and DataFrames
41 min

Developing on Google Cloud with Python and DataFrames

PyCon - PyCon US 2023
Jason Davenport
python google-cloud bigquery data-frames data-engineering analytics cloud-computing developer-advocacy serverless jupyter-notebooks apache-iceberg remote-functions
Exploring Eco topics with Python
2h 59m

Exploring Eco topics with Python

PyCon - PyCon US 2023
Chiin-Rui Tan
python numpy pandas matplotlib networkx geopandas xarray rioxarray jupyter-notebooks data-visualization network-analysis
Write your first package using literate programming
1h 51m

Write your first package using literate programming

PyCon - PyCon US 2023
Ítalo Epifânio
python literate-programming nbdev jupyter-notebooks python-packaging cicd github-actions documentation software-development testing package-publishing quarto