Visualization
5 talks from the 2022 edition.
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Easily build interactive plots and apps with hvPlot ▶ Recording 📝 Transcript
Philipp Rüdiger, Maxime Liquet
Do you use the `.plot()` API of pandas or xarray? Do you ever wish it was easier for you or your collaborators to try out different combinations of the parameters in your data-processing pipeline? This tutorial will...
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How a simple streamlit dashboard will help to put your machine learning model in production
Daniël Willemsen, Welmoet Verbaan
Have you struggled getting your valuable machine learning model into the hands of users? No matter how good your ML model is; a lack of monitoring and insights can prevent users from using your product. For this...
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Sankey Plots with Python ▶ Recording 📝 Transcript
Daniel Ringler
This talk provides an introduction to Sankey plots with a focus on creating them with various Python libraries. We will talk about the pros and cons of the libraries, give practical advice on how and when to use...
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Seeing the needle AND the haystack: single-datapoint selection for billion-point datasets
Jean-Luc Stevens
Python tools like Bokeh and Dash let you build custom Web-based interactive visualization apps and dashboards. While these solutions work well to visualize megabyte-sized datasets, web technologies (including WebGL)...
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Your data, your insights: creating personal data projects to (re-)own the data you share
Paula Gonzalez Avalos
We are all constantly collecting and sharing personal data in exchange for services. And although often this data is available to us as users as well, it's not common that we take back control of it and use it...