LLM Fine-Tuning Courses and Certifications

Introduction to Large Language Models

18 ratings

Explore large language models, their applications, and prompt tuning techniques. Learn to develop Gen AI apps using Google tools in this concise introduction.

• Google Skills
• 1 hour
• Self-Paced
• Free Online Course

LLM Fine Tuning Fundamentals + Fine tune OpenAI GPT model

396 ratings at Udemy

Learn the fundamentals of LLM and LLM Fine Tuning. Hands-On sessions to Fine tune OpenAI GPT model with custom data.

• Udemy
• 3 hours 27 minutes
• Self-Paced
• Paid Course

Shaw Talebi

Local LLM Fine-tuning on Mac (M1 16GB) Using QLoRA and MLX

Fine-tune a local LLM on M1 Mac using MLX and QLoRA. Adapt Mistral 7b to respond like you to YouTube comments, with step-by-step guidance and code examples.

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

Discover AI

Optimizing LLM Fine-Tuning with PEFT and LoRA Adapter-Tuning for GPU Performance

Master efficient fine-tuning of large language models using PEFT and LoRA techniques, optimizing GPU memory usage through INT8 quantization and adapter-tuning for cost-effective model development.

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

MLOps World: Machine Learning in Production

LLM Fine-Tuning for Modern AI Teams - How One E-Commerce Unicorn Cut Inference Cost by 90%

Explore LLM fine-tuning techniques to reduce costs and improve performance. Learn to select base models, prepare datasets, run fine-tuning jobs, and evaluate results for specific AI tasks.

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

Weights & Biases

End-to-End LLM Fine-Tuning with Weights and Biases Models - From Experimentation to Production

Master end-to-end LLM fine-tuning with W&B Models, from experiment tracking to model deployment in production. Learn to publish models, automate evaluations, and implement CI/CD workflows for efficient AI development.

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

Tech Field Day

LLM Fine-Tuning Overview - Making On-Premises AI Processing Accessible

Discover how Phison's aiDAPTIV+ technology makes on-premises LLM fine-tuning accessible for smaller organizations by decoupling compute and memory, using AI-optimized SSDs as extended memory pools to reduce GPU requirements.

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

UofU Data Science

LLM-as-Judge - Instruction Finetuning and Supervised Fine-Tuning

Explore LLM-as-judge techniques and instruction finetuning methods for supervised fine-tuning in this comprehensive data science presentation.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Anyscale

The Shift to LLM Fine-Tuning with Thinking Machines

Discover how Tinkr revolutionizes AI development through scalable architecture and real-world applications, empowering teams to build and deploy machine learning systems faster.

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

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

Edureka Career Certificate

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

5 ratings at Coursera

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/week
• Self-Paced
• Paid Course
• 3 courses

LLM Fine-Tuning and Customization Training

Master LLM fine-tuning with PEFT, RLHF, and supervised methods. Optimize domain-specific models, prepare datasets, tune hyperparameters, and deploy using GenAI frameworks through hands-on demos.

• Coursera
• 4 hours 48 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Fine Tuning LLM with Hugging Face Transformers for NLP

744 ratings at Udemy

Master Transformer models like Phi2, LLAMA; BERT variants, and distillation for advanced NLP applications on custom data

• Udemy
• 16 hours 31 minutes
• Self-Paced
• Paid Course

Fine-Tuning LLM Models - Generative AI Course

Master fine-tuning LLM models using QLORA, LORA, and Quantization. Practical instruction on LLama2, Gradient, and Google Gemma. Build custom pipelines and fine-tune with your own data.

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