César Mateo González Rodríguez

Data Scientist @ GoDaddy

About

César Mateo is a Data Scientist at GoDaddy specializing in anomaly detection and unsupervised learning. He applies deep learning techniques, including autoencoders, to find rare but critical patterns in large-scale datasets—combining theoretical rigor with practical engineering to deliver production-ready solutions.

Workshop

Machine LearningData Science

How to Find Pearls on the Bottom of the Sea – Autoencoders as Anomaly Detection Models

FORMAT: WorkshopLEVEL: All levelsLANGUAGE: English

Like finding pearls on the ocean floor, detecting rare anomalies in large datasets requires sophisticated techniques. In this workshop, you'll learn the theory and practice of autoencoder architectures, how to train them for anomaly detection, how to set decision boundaries, and how to evaluate their performance. We'll work with real-world datasets and build complete anomaly detection pipelines in Python.

César Mateo González Rodríguez

Data Scientist @ GoDaddy

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