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MLOps MLFlow: Fine-tuning Flan-T5 for Sequence-to-Sequence Classification in Spanish

Offered By: The Machine Learning Engineer via YouTube

Tags

MLOps Courses Data Science Courses Machine Learning Courses Document Classification Courses MLFlow Courses Fine-Tuning Courses Flan-T5 Courses

Course Description

Overview

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Aprende a personalizar un modelo T5 para la clasificación de documentos utilizando tus propios datos mediante la técnica de Sequence to Sequence Classification. Este tutorial de 48 minutos, presentado por The Machine Learning Engineer, te guía a través del proceso de fine-tuning del modelo Flan-T5 utilizando MLFlow para MLOps. Explora cómo implementar esta poderosa técnica de aprendizaje automático para mejorar la precisión en la clasificación de textos. Accede al notebook proporcionado en GitHub para seguir paso a paso la implementación práctica y profundizar en los conceptos de ciencia de datos y aprendizaje automático aplicados a la clasificación de secuencias.

Syllabus

MLOps MLFlow: Fine tune Flan-T5 Seq-to-Seq Classification Español #datascience #machinelearning


Taught by

The Machine Learning Engineer

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