LLM Fine-Tuning Courses and Certifications

LLM Fine Tuning on OpenAI

1548 ratings at Udemy

Learn to use OpenAI to fine tune LLMs on your own datasets!

• Udemy
• 1 hour 49 minutes
• Self-Paced
• Paid Course

LLM Fine-Tuning and Customization Training

Fine-tune domain-specific LLMs with supervised methods, PEFT, and RLHF, handling data preparation, hyperparameter tuning, and evaluation, then tune Falcon-7B and build a LangChain plus DALL·E image app.

• Coursera
• 2 weeks, 2 hours a week
• Self-Paced
• Paid Course

Fine-Tuning LLM Models - Generative AI Course

Fine-tune Llama 2 and Gemma language models using QLoRA, quantization, and custom data.

• freeCodeCamp
• 2 hours 37 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

AWS SimuLearn: Automate Fine-Tuning of an LLM

Design and build an automated LLM fine-tuning solution through an AI customer simulation and guided AWS Console lab.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Fine-Tuning an LLM on Amazon SageMaker

Practice fine-tuning a large language model on Amazon SageMaker through an AI-guided AWS solution design and live console lab.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Fine-Tuning with Llama 3

405 ratings at DataCamp

Fine-tuning the Llama model This course provides a comprehensive guide to preparing and working with Llama models.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Google DeepMind: Fine-Tune Your Model

17 ratings at DataCamp

Fine-tune language models: reformat a dataset into question-and-answer flashcards, run full-parameter training, apply LoRA to Gemma3-1B, and weigh SFT limits and governance responses.

• DataCamp
• 8 hours
• Self-Paced
• Free Trial Available

Fine-Tuning AI Agents with Reinforcement Learning

1 rating at Udacity

Build adaptive AI agents by fine-tuning language models with SFT, PEFT, ReAct reasoning, and DPO alignment.

• Udacity
• 15 hours
• Self-Paced
• Paid Course

Prodramp

Fine Tuning LLM -OpenAI GPT- with Custom Data in Python

Fine-tune an LLM on custom data in Python, using LlamaIndex to support question answering, summarization, and other ChatGPT-like functions.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

OpenAI & ChatGPT API's: Expert Fine-tuning for Developers

3247 ratings at Udemy

API, ChatGPT, Prompt Engineering, Finetuning, OpenAI, Integrate ChatGPT, Business AI, Generative AI, Chat GPT 4

• Udemy
• 2 hours 1 minute
• Self-Paced
• Paid Course

Generative AI Advanced Fine-Tuning for LLMs

138 ratings at Coursera

Fine-tune causal LLMs with instruction tuning, reward modeling, RLHF, PPO, and direct preference optimization, using Hugging Face trainers and LoRA in hands-on labs.

• Coursera
• 2 weeks, 5 hours a week
• Self-Paced
• Paid Course

Generative AI Engineering and Fine-Tuning Transformers

119 ratings at Coursera

Fine-tune large language models with Hugging Face and PyTorch: load and pretrain transformers, then apply PEFT, adapters, LoRA, QLoRA, quantization, and soft prompts.

• Coursera
• 2 weeks, 4 hours a week
• Self-Paced
• Paid Course

Coursera

GenAI For Business Analysis: Fine-Tuning LLMs

12 ratings at Coursera

Fine-tune GPT-3.5 with the OpenAI API in Python to extract topic, problem, and a 0-100 dissatisfaction index from telecom customer complaints.

• Coursera
• 5 hours 32 minutes
• Self-Paced
• Paid Course

Improving Accuracy of LLM Applications

10 ratings at Coursera

Build a text-to-SQL agent, measure it with an evaluation framework, and cut hallucinations through instruction tuning, memory tuning, LoRA, and MoME on Llama models.

• Coursera
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

Coursera

Fine-tuning Language Models for Business Tasks

Learn to fine-tune large language models for business tasks: LLM fundamentals, comparing models and tools, analyzing industry applications, and building fine-tuning strategies.

• Coursera
• 3 hours 8 minutes
• Self-Paced
• Paid Course