Fine-Tuning Courses and Certifications

Generative AI Engineering and Fine-Tuning Transformers

107 ratings at Coursera

Explore transformers, fine-tuning, and PEFT techniques for LLMs. Gain hands-on experience with Hugging Face and PyTorch to develop job-ready generative AI engineering skills.

• Coursera
• 8 hours 2 minutes
• On-Demand
• Paid Course

Generative AI : LLM, Fine-tuning, RAG & Prompt engineering

88 ratings at Udemy

Master LLM fine-tuning, RAG, and prompt engineering with 100+ Hugging Face models. Build real-world AI applications, automate workflows, and deploy cost-effectively using industry techniques.

• Udemy
• 4 hours 7 minutes
• On-Demand
• Paid Course

Mastering Generative AI: Fine-Tuning Transformers

Gain job-ready AI engineering skills for working with transformers, LLM frameworks, and GPT, and learn how to fine-tune models using Hugging Face and PyTorch.

• edX
• 2 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Edureka Microcredential

LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG

Master end-to-end LLM engineering from prompt design to fine-tuning, optimization, and RAG using LangChain, Hugging Face, and LangGraph for production-ready applications.

• Coursera
• 8 weeks, 6 hours a week
• On-Demand
• Paid Course
• 3 courses

Packt

Building and Fine-Tuning LLM Applications

Master building and fine-tuning LLMs through hands-on projects including PDF RAG systems, voice assistants, and YouTube summarizers using LangChain and LoRA techniques.

• Coursera
• 8 hours 44 minutes
• On-Demand
• Paid Course

Coursera

Fine-tuning Text Models with PEFT

Master parameter-efficient fine-tuning techniques like LoRA and QLoRA to adapt large language models on consumer hardware with optimized hyperparameters and evaluation metrics.

• Coursera
• 9 hours 52 minutes
• On-Demand
• Paid Course

Coursera

Fine-tuning Image Models with Diffusion

Master diffusion model fine-tuning with LoRA, DreamBooth, and ComfyUI to create custom image generation models for production-quality results.

• Coursera
• 8 hours 5 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Fine-Tuning Transformers with Hugging Face

Master transformer fine-tuning with Hugging Face ecosystem, from data preprocessing to model deployment, building production-ready sentiment analysis systems.

• Coursera
• 7 hours 52 minutes
• On-Demand
• Paid Course

Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

7 reviews

Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Meta

Introducing Llama API: A Seamless Way to Revolutionize Your Workflow

Discover how Llama API empowers developers with seamless access to advanced AI models, simplifies customization, and accelerates development through intuitive API calls and compatibility with OpenAI APIs.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Databricks

Large Language Models - Application through Production

Master building production-ready LLM applications with embeddings, vector databases, multi-stage reasoning, fine-tuning, evaluation, and LLMOps best practices.

• YouTube
• 4 hours 55 minutes
• On-Demand
• Free Video

PyCon US

Personalizando LLMs: Guía para Fine-Tuning Local de Modelos Open Source en Español

Guía paso a paso para personalizar modelos de lenguaje de código abierto en español mediante fine-tuning local, enfocada en mejorar la privacidad y especialización de datos.

• YouTube
• 31 minutes
• On-Demand
• Free Video

AI Engineer

Low Level Technicals of LLMs - Analysis, Finetuning, and Deep Technical Implementation

Dive into LLM debugging, finetuning with Unsloth, and advanced technical deep-dives including hand-derived derivatives and SOTA tricks for optimizing large language model performance.

• YouTube
• 2 hours 52 minutes
• On-Demand
• Free Video

AI Engineer

How to Construct Domain Specific LLM Evaluation Systems

Discover how to build robust domain-specific LLM evaluation systems that prevent AI product failures and enable systematic improvement through detailed examples and practical insights.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Discover AI

Best Datasets for LLMs - How to Choose and Create Your Own

Discover how to select and create optimal datasets for fine-tuning Large Language Models, with practical guidance on using Hugging Face's resources and understanding data structures.

• YouTube
• 17 minutes
• On-Demand
• Free Video