Alberto Labarga
Projects Talks Blog About
Building an End to End Open-Source Modern Data Platform for Biomedical Data
Building an End to End Open-Source Modern Data Platform for Biomedical Data

This workshop at PyBCN 2022 is a detailed guide to help you navigate the modern data stack and build your own platform using open-source technologies. Data engineering has experiences enormous growth in the last years, allowing for rapid progress and innovation as more people than ever are thinking about data resources and how to better leverage them. In this talk we will explore the related technologies and build from scratch an end-to-end modern data platform for the analysis of medical data.

PythonBarcelona

Creating Virtual Worlds, Generating Synthetic Data for AI Digital Twins
Creating Virtual Worlds, Generating Synthetic Data for AI Digital Twins

In the era of digital transformation, the concept of “Digital Twins” has emerged as a powerful tool for simulating, predicting, and optimizing real-world systems. At the heart of these digital replicas lies data, and often, the challenge is to have enough high-quality data to train robust AI models. This is where synthetic data generation comes into play. In this workshop, participants will be introduced to the world of synthetic data generation and its pivotal role in enabling AI-based digital twins. We will delve into the challenges of real-world data, the need for synthetic data, and the methodologies to generate it using Python

PythonBarcelona

Building an End-to-End Open-Source Modern Data Platform for Biomedical Data
Building an End-to-End Open-Source Modern Data Platform for Biomedical Data

Pydata London 2023 tutorial on how to build an end-to-end open-source modern data platform for biomedical data using Python-based tools. In this tutorial, we will explore the technologies related to data warehousing, data integration, data transformation, data orchestration, and data visualization. We will use open-source tools such as DBT, Apache Airflow, Openmetadata, and Querybook to build the platform. All materials will be available on GitHub for attendees to access.

PythonLondon

Building an End-to-End Open-Source Modern Data Platform for Biomedical Data
Building an End-to-End Open-Source Modern Data Platform for Biomedical Data

Pydata London 2023 tutorial on how to build an end-to-end open-source modern data platform for biomedical data using Python-based tools. In this tutorial, we will explore the technologies related to data warehousing, data integration, data transformation, data orchestration, and data visualization. We will use open-source tools such as DBT, Apache Airflow, Openmetadata, and Querybook to build the platform. All materials will be available on GitHub for attendees to access.

PythonTenerife

Recomendaciones de estandarización de datos biomédicos en el ámbito de la bioinformática clínica
Recomendaciones de estandarización de datos biomédicos en el ámbito de la bioinformática clínica

Charla impartida por Alberto Labarga en las Jornadas de Bioinformática Clínica de Costa Rica 2023

FAIRCosta Rica

Entendiendo el cambio climático a través del análisis de datos
Entendiendo el cambio climático a través del análisis de datos

Interactive workshop to retrieve and analyse open climate related data and learn how to generate effective visualizations to communicate the challenges of climate change

PythonBarcelona

with by Alberto Labarga
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