Machine learning, automation, video games and more.

Machine learning, automation, games, and more

On September 26, 2024 we gathered at the Catholic University of Pereira for Machine Learning, Automatizaciones, Videojuegos y Más..

TALK #1

Introduction to machine learning with Unity.

An introduction to Unity’s ML-Agents package for machine learning (reinforcement learning) in interactive 3D scenes.

Speaker: Leonardo Quiñones

Role: Software Engineer at Unity Technologies. A computer engineer with more than 10 years building software, specialized in interactive experiences and games. Currently doing a master’s, researching new technologies and how they can improve quality of life for patients with motor impairments. Passionate about games and about sharing what he learns, he is always looking to innovate and pass on knowledge in tech. His goal is to combine his software development experience with his interest in health and wellbeing, building technology that makes a real difference in people’s lives.

TALK #2

Exploring MLOps, the key to automating and optimizing your models’ lifecycle.

How the cloud — particularly AWS tools like SageMaker, Glue, and Bedrock — can carry the whole process, from data engineering through to continual learning. We also cover accessible on-premise alternatives such as Apache Airflow, MLflow, and Apache Spark, so you can run MLOps on your own infrastructure without depending on the cloud alone.

Speaker: Nicolás Narváez Olaya

Role: Machine learning engineer

Original post on Meetup.com

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Sources

• Original event page: Meetup.com
• Content migrated from the production archive (main branch) for date/content parity.