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Fine-Tuning Foundation Models for Niche Use-Cases

Topics Covered

Level :

Expert

Fine-tuning GPT, Stable Diffusion for industry-specific cases

Course Summary

Specialize foundation models for custom domains and applications.

Course Description

Learn to fine-tune foundation models like GPT and Stable Diffusion for unique enterprise needs. Includes task formulation, dataset preparation, and performance evaluation.

Learning Modules

Module 1: Transfer Learning Essentials: When and how to fine-tune.
Module 2: Domain Adaptation: Prepare and align datasets for niche contexts.
Module 3: Evaluation: Validate models using real-world benchmarks.

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