Fine-Tuning Courses and Certifications

Coursera Microcredential

Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

72 ratings at Coursera

Master LLM strategy, fine-tuning, and deployment for business applications using Hugging Face, Python, and cloud platforms to build production-ready AI solutions.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 7 courses

Coursera

Fine-tuning Language Models for Business Tasks

Demystify LLM fine-tuning for business applications, exploring foundational concepts, current industry uses, and future possibilities to create efficient, personalized, and innovative solutions.

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

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
• On-Demand
• Paid Course

Mastering Generative AI: Advanced Fine-Tuning for LLMs

Build advanced, job-ready skills in fine-tuning using Hugging Face, reinforcement learning using proximal preference optimization (PPO), and optimal solutions for direct preference optimization (DPO).

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

Edureka

Fine-Tuning & Optimizing Large Language Models

Master parameter-efficient fine-tuning, context engineering, and deployment strategies for large language models using modern tools like Hugging Face and LoRA adapters.

• Coursera
• 13 hours 45 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Advanced Fine-Tuning in Rust

Master memory-efficient fine-tuning of 7B parameter models on consumer hardware using QLoRA, transformers, and rigorous scientific validation methods in Rust.

• Coursera
• 6 hours 4 minutes
• On-Demand
• Paid Course

OpenAI API: Fine-Tuning

35 ratings at LinkedIn Learning

Learn how to fine-tune GPT models by submitting your own data for improved steerability, more reliable output formatting, and a more customized experience.

• LinkedIn Learning
• 48 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Video

Microcredential

AI Engineering: Customizing LLMs for Business (Fine-Tuning LLMs with QLoRA & AWS)

Master fine-tuning open-source LLMs with QLoRA and AWS SageMaker. Build custom AI models for business, deploy scalable solutions, and optimize costs through advanced quantization techniques.

• Zero To Mastery
• 7 hours
• On-Demand
• Paid Course

Introduction to Fine-Tuning Large Language Models

Master fine-tuning techniques for large language models, including supervised methods, RLHF, and QLoRA for efficient training on home workstations using Python and PyTorch.

• freeCodeCamp
• 2 hours 3 minutes
• On-Demand
• Free Video

Shaw Talebi

Fine-tuning Large Language Models (LLMs) with Example Code

Learn to fine-tune large language models with practical Python examples. Explore techniques like LoRA for efficient parameter tuning and implement a text classification model using distilBERT.

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

Weights & Biases

Training and Fine-Tuning LLMs Course

Master LLM training and fine-tuning techniques, from foundational concepts to practical implementation with data scaling, evaluation metrics, and optimization strategies.

• YouTube
• 5 hours 16 minutes
• On-Demand
• Free Video

Trelis Research

Fine-tuning LLMs - Every Step Explained for Memorization Tasks

Explore LLM fine-tuning techniques, from dataset generation to hyperparameter optimization. Learn to overcome challenges like the reversal curse and optimize model performance for specific tasks.

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

Trelis Research

Fine-Tuning Whisper for Speech Transcription

Explore advanced Whisper fine-tuning techniques for improved speech transcription. Learn to transcribe YouTube videos, understand model mechanics, and evaluate performance using LoRA.

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

Trelis Research

Preparing Fine-tuning Datasets with Open Source LLMs

Learn to prepare fine-tuning datasets using open-source LLMs like Llama 2. Explore data preparation scripts, Q&A dataset creation, and API setup for effective model customization.

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