Don't let Gen Z break your models

PyData Salamanca is back and proud to announce a new meetup!

All the talks will be streamed in our Youtube channel.

Youtube Live link:
https://youtu.be/moISdWL3Us4

AGENDA

19:05 am - Keynote
Title: Don't let Gen Z break your models (Spanish)
Speaker: Alicia Pérez Iglesias - A "manchega" who lives in Madrid, Data Scientist at StyleSage and Co-organizer at PyLadies Madrid.

Abstract:
In fashion business, gender roles have always been quite clear, such as "skirts are for women" and "ties are for men". These, among other clichés, have conditioned the algorithms for tagging and classifying fashion products, introducing biases that can now work against us in trends predictions and making strategic decisions. At PyConES 2019 I made an introduction to the problem of biases in fashion (and in tech in general) and we talked about some tools and libraries realted with bias and fairness; in this talk, I'll go deep in Explainable AI for image classifiers and I'll show you some experiments and issues found at real use cases.

Contact:
alicia[at]stylesage[dot]co

19:50 - Q&A
All questions can be asked using the Youtube live chat.
Questions will be addressed at the end of the keynote.

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What is PyData? PyData is a group for users and developers of data analysis tools to share ideas and learn from each other. We gather to discuss best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. We approach data science using many languages, including (but not limited to) Python, Julia, and R.

FUTURE SPEAKERS

Would you like to speak at this meetup or a future one? Please submit your proposal at coordinaciondatalab[at]gmail[dot]com