Edureka

Fine-Tuning Techniques for AI Models

Edureka

Fine-Tuning Techniques for AI Models

Edureka

Instructor: Edureka

Access provided by IE University

Intermediate level

Recommended experience

Flexible schedule
Learn at your own pace
Intermediate level

Recommended experience

Flexible schedule
Learn at your own pace

What you'll learn

  • Prepare high-quality datasets for fine-tuning using data cleaning, tokenization, label engineering, and task formulation.

  • Apply supervised fine-tuning techniques to optimize pretrained AI models for domain-specific tasks and applications.

  • Analyze model performance using evaluation metrics, error analysis, and validation techniques to improve model quality.

  • Evaluate fine-tuning strategies, including LoRA and PEFT, to select efficient approaches for different AI use cases.

Details to know

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Taught in English
Recently updated!

July 2026

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This course is part of the Transfer Learning and Fine-Tuning for AI Models Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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