Machine & Federated Learning

Dear PyLadies 💚🐍

Our next on-site event is coming very soon featuring two excellent speakers (abstracts below):

🌟 Merve Noyan (Hugging Face)
talk title: Building Machine Learning demos and Data Applications using Python

🌟 Jean du Terrail (Owkin)
talk title: Accessing Data at Scale to Power Precision Medicine with Federate Learning

🌟 Agenda (preliminary)
7:00 - 7:10 get your seat and chill out
7:10 - 7:30 welcome by dataiku and Pyladies Paris
7:30 - 8:15 talk by Merve Noyan
8:15 - 9:00 talk by Jean du Terrail
9:00 - 10:00 Cocktail, networking

🌟 Merve Noyan (Hugging Face)
talk title: Building Machine Learning demos and Data Applications using Python
Abstract: In this talk I will walk you through how to build data science web applications using Gradio and Streamlit and host them on Hugging Face Spaces.

🌟 Jean du Terrail (Owkin)
talk title: Accessing Data at Scale to Power Precision Medicine with Federate Learning
Abstract: Since the Deep Learning revolutions of the 2010s, Machine Learning models have become hungrier and hungrier for data. In reaction, countries all over the world have been trying to build tight regulations in order to control data access to protect user data and user privacy. Therefore data collection and thus Machine Learning progress have slowed down in critical areas such as healthcare. In the recent years, Federated Learning has emerged as a new powerful solution to connect multiple centers together for training ML models thus reaching a critical mass of data while respecting data privacy. We will see in this presentation how Owkin uses its Federated Learning network of partners and technology to help make scientific discoveries in oncology.

dataiku will be our host and sponsor of food and drinks during networking session after the talks: thank you 💚

Important info
#1:❗For safety reasons, the venue's staff will check everyone's identity on site. 📝Please remember to bring an ID with you so they can let you in. They will check that your first name and last name match with your name, please write your real name when signing up to this even. Thank you!
#2: Please be on time. We can’t guarantee a seat once the meetup has started
#3: There was a change of speakers for Owkin.

📢 Call for speakers
Interested in speaking at our upcoming meetups, please drop us an e-mail to paris@pyladies.com
If you have referrals of speakers you want us to invite, let us know also. Being a virtual event helps close the boundaries of inviting speakers further afield than Paris 😊.
If you have any questions, feel free to message us on Meetup or email us at paris at pyladies.com.

# 🔍 FAQ
Q. I'm not female, is it ok for me to attend?
A. Yes, PyLadies Paris events are open to everyone at all levels.