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Fine-tuning Flan-T5 for Text Classification with MLFlow

Offered By: The Machine Learning Engineer via YouTube

Tags

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

Course Description

Overview

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Learn how to personalize a T5 base model for sequence classification using your own dataset to classify documents in this 48-minute tutorial. Explore the process of fine-tuning the Flan-T5 model for text classification tasks while incorporating MLOps practices with MLFlow. Gain hands-on experience in customizing large language models for specific document classification needs, enhancing your skills in data science and machine learning. Access the accompanying Jupyter notebook on GitHub to follow along and implement the techniques demonstrated in the tutorial.

Syllabus

MLOps MLFlow: Fine tune Flan-T5 for text classification. #datascience #machinelearning


Taught by

The Machine Learning Engineer

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