Sample Space

By probabl

What's Sample Space about?

Sample space is a podcast about tools, thoughts and techniques from machine learning practitioners. We talk to toolmakers and practitioners about interesting problems in the real world.

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Sample Space episodes:

06.27.2024
Model safety, that's a pickle! with Adrin Jalali - scikit-learn maintainer
Historically it's always been the case that you would use a pickle file to store a trained scikit-learn model on disk for deployment. Pickles make sense because these are so flexible, but they do carry a security concern. Adrin has...
05.30.2024
Moving Towards KDearestNeighbors with Leland McInnes - creator of UMAP
Leland McInnes is known for a lot of packages. There's UMAP, but also PyNNDescent and HDBScan. Recently he's also been working on tools to help visualise clusters of data and he's also cooking up something new that's related to nearest...
05.02.2024
Talk like a DataFrame, run like SQL with Phillip Cloud - core-committer on Ibis
Ibis is a Python library that offers a single data-frame API, from Python, which can run your queries on many different backends. These include databases like Postgres, but also commercial vendors like BigQuery and Snowflake. This ability to control multiple...
04.11.2024
Enhancing Jupyter with Widgets with Trevor Manz - creator of anywidget.
In this (first!) episode of Sample Space we talk to Trevor Mantz, the creator of anywidget. It's a (neat!) tool to help you build more interactive notebooks by giving you tools to apply just enough Javascript to get directional communication...
04.03.2024
Introducing Sample Space
We're starting a new podcast!

What's Sample Space about?

Download our free app to listen on your phone

Sample Space episodes:

Model safety, that's a pickle! with Adrin Jalali - scikit-learn maintainer

Moving Towards KDearestNeighbors with Leland McInnes - creator of UMAP

Talk like a DataFrame, run like SQL with Phillip Cloud - core-committer on Ibis

Enhancing Jupyter with Widgets with Trevor Manz - creator of anywidget.

Introducing Sample Space

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