PyData Malaga - 2nd Meetup

¡Únete a nosotros para el segundo Meetup oficial de PyData Málaga!

The PyData community in Malaga continues with engaging talks, insightful lightning sessions, and lively networking. A massive thank you to our generous hosts, Innovation Campus for supplying the venue. There will be thirst-quenching refreshments available at the bar also.

# NEW: PRE-MEETUP WORKSHOP

We are running a free workshop on an "Intro to Time Series Modelling" immediately before Wednesday's meetup at Innovation Campus: Palacio from 5 pm-6 pm. Pre-requisites and hard-core mathematics will be kept to a minimum to make it as accessible to all as possible.
Please bring your laptop if you wish to participate.

Sign up to be a future speaker here: https://bit.ly/pydata-malaga-speaker
**Agenda:**

• 5 pm - Pre-meetup TS WORKSHOP (optional)
• 🚪 6:00 pm - Apertura de puertas / Doors open
• 🕡 6:30 pm - Comienzo de las charlas (¡puntuales!) / Talks commence (sharp!)

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📚 Charlas principales / Main 25-min talks:

1. “Taking STEM education into your own hands” by Ayla Lupien (in English)
2. “Introduction to eye tracking: a computer vision approach” by Javier B (in English)

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📚 Charlas relámpago de 5 minutos / 5-minute lightning talks:

1. Data Validation with Great Expectations by Manuel Martin Mairal (en español)
2. Scaling StableAudio.com Generative Models Globally with NVIDIA Triton & Sagemaker by Enrico Rotundo (in English)

📢 Anuncios de la comunidad / Community announcements
🤝 Networking relajado con cervezas y refrescos / Relaxed networking over beers and soft drinks

¿Interesado en compartir tus conocimientos o experiencia en este o un futuro evento? Pregunta a Frank, Anna o Hugo, nuestros co-organizadores voluntarios. / Interested in sharing your knowledge or experience at this or a future event? Ask Frank or Anna, our volunteer co-organisers, or sign up here: https://bit.ly/pydata-malaga-speaker
¡Esperamos verte allí para una fantástica tarde de Python, Ciencia de Datos y camaradería! / We look forward to seeing you there for a fantastic evening of Python, Data Science, and camaraderie!

### Talks / Charlas

# 1. Taking STEM education into your own hands by Ayla Lupien (in English)

Presenting expert resources to help the next generation reach their fullest potential.
Ayla will share her experience and expertise from an educational standpoint, providing parents (and anyone in general) with great tools to effectively learn a variety of subjects, especially in relation to Science, Technology, Engineering, Arts and Math (STEAM).

# 2. Introduction to eye tracking: a computer vision approach - Javier Bengoechea (in English)

This talk serves as an introduction to eye tracking technology, focusing on its challenges and evolution.
Javier will delve into the process of converting eye movements into valuable eye data, including image analysis, mathematical models and signal processing.
Additionally, he will draw comparisons between these algorithms and newer AI techniques designed for standard webcams which try to democratize this transformative technology.

### Lightning Talks

# 1. Data Validation with Great Expectations

by Manuel Martin Mairal:
Discover how Great Expectations transforms the quality of your data in Python projects. In this quick talk, you'll learn how to use this essential tool to validate, document, and profile data. Learn how to integrate Great Expectations into your data workflows, improving reliability and effectively accelerating your projects.

# 2. Scaling StableAudio.com Generative Models Globally with NVIDIA Triton & Sagemaker

By Enrico Rotundo

NVIDIA’s Triton Inference Server has emerged as one of the more capable inference containers, especially if you need tighter NVIDIA GPU integration. In this presentation Enrico Rotundo discusses how he leveraged AWS Sagemaker and Triton to scale inference on StableAudio.com.

You will learn some of the challenges that he faced during implementation and the patterns he used to deliver success.

#

🕖 LOGISTICS
Talks kick off at 18:30 sharp; then networking in Central Beers bar from 20:40.
If you can't make it, please un-RSVP in good time to free up your place for your fellow community members.
Follow us on meetup.com for updates on this and future events, as well as news from the global PyData community.

📜 CODE OF CONDUCT
The PyData Code of Conduct governs this meetup (https://pydata.org/code-of-conduct/). To discuss any issues or concerns relating to the code of conduct or behaviour of anyone at the PyData meetup, please contact the PyData Malaga organisers, or you can submit a report of any potential Code of Conduct violation directly to NumFOCUS (https://numfocus.typeform.com/to/ynjGdT).