~/talks

Tania Allard

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Python Software Foundation Update & AwardsPyCon US 20252025-05-16
Announces a PSF board election in August/September, ongoing push for membership and donations, and monthly engagement via monthly board office hours; next…
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The art of building and sustaining successful OSS tools and infrastructurePyData London 20242024-06-14
Argues that project success depends on concrete buyable outcomes not lofty topics: 15 years of experience, concrete examples with package tools like pip…
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Key Challenges In the PyData Ecosystem and How we Can All Make a DifferencePyData London 20222022-06-17
PyData claims 25–40 million users and traces deep technical debt: core libraries still rely on Fortran 77, the NumPy-based stack remains largely…
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Making Docker & Python Play Nicely and Securely for Machine Learning & Data ScienceAll Things Open 20202020-10-19
Shows concrete recipes and tradeoffs: chooses base images (avoid alpine, use slim buster), demonstrates reducing layers with multi-stage builds, and moving…
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Serverless Machine Learning 101PyCon India 20202020-10-02
Shows how to serve a retrained InceptionV3 image classifier (cats vs dogs) as an HTTP POST endpoint using Azure Functions and TensorFlow with a Python…
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DevOps for Data Science? - automate the boring stuff and leverage the OSS ecosystemPyConline AU 20202020-09-04
Argues that adopting MLOps automates data transformation, model training, testing, validation and deployment by wiring version control, CI/CD and cloud compute…
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Handbook for Successful Online Open Source SprintsDevRelCon Earth 20202020-06-30
Organizers move an in-person mentored sprint to three regional slots covering all time zones, run 24 hours of support with a beginners help desk and a…
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Docker and Python: making them play nicely and securely for Data Science and MLPyCon US 20202020-04-15
Practical checklist: use an official Python slim-buster base image rather than Alpine for scientific stacks; prefer Jupyter Docker Stacks or repo2docker…
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Easy Data Processing With Azure FunPyCon US 20202020-04-15
Uses Python on Azure Functions to build a concrete, working pipeline: a cron timer-trigger + blob-trigger pipeline calls the Stack Exchange API (demo shows it…
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Keynote: Stories of Science, Community, Failures and SuccessesPyCon Latam 20192019-08-29
The talk describes how reproducibility in research moved from isolated PhD struggles to institutional practice by adopting Python, Jupyter, version control…
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