LoRA (Low-Rank Adaptation) Courses and Certifications

Deploying LLMs: A Practical Guide to LLMOps in Production

754 ratings at Udemy

Llama 3, GPT, ML-Ops, Ray, MLFlow, LoRa, AWQ, GPTQ, LLMOps, Deployment, Generative AI, LLMs, Flash Paged Attention, Cost

• Udemy
• 5 hours 13 minutes
• Self-Paced
• Paid 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

Edge AI with SLMs: Fine-Tuning & Local Deployment

55 ratings at Udemy

The complete guide to running private, offline AI on mobile & IoT. Master LoRA, Quantization, and Small Language Models.

• Udemy
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Fine-Tuning AI Agents with Reinforcement Learning

1 rating at Udacity

Master advanced techniques to transform static LLMs into adaptive AI agents using reinforcement learning, supervised fine-tuning, and alignment methods for autonomous decision-making.

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

Credential

AI Engineer

Master AI system design and deployment using PyTorch, OpenAI, Hugging Face, and Streamlit to build complex applications with LLMs, transformers, and AI agents.

• Codecademy
• 25 hours
• Self-Paced
• Free Trial Available

Credential

Engineer Neural Networks with PyTorch and Transformers

Master PyTorch neural networks and transformer finetuning with LoRA/QLoRA techniques. Build production-ready models for image, text, and sequential data through hands-on projects.

• Codecademy
• 11 hours
• Self-Paced
• 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
• Self-Paced
• Free Video

Train Your Own LLM - Tutorial

Master the complete process of training your own language model from scratch, including data preparation, tokenization, transformer architecture, pre-training, and fine-tuning to build a functional AI assistant.

• freeCodeCamp
• 3 hours 29 minutes
• Self-Paced
• Free Video

Credential

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
• Self-Paced
• Paid Course

Efficient AI for Weather Forecasting

Explore how energy-efficient AI transforms weather forecasting, reducing computational costs while improving accuracy through modern techniques like LoRA fine-tuning and diffusion models.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Olivio Sarikas

ComfyUI - Node Based Stable Diffusion UI

1 rating

Explore ComfyUI, a node-based interface for Stable Diffusion, offering modular AI image generation with advanced techniques like ControlNET, T2I, and Lora for unparalleled creative control.

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

kasukanra

Stable Diffusion - How to Train LoRA for Style - LoRA Part 1

1 rating

Learn to train LoRA for Stable Diffusion, covering dataset preparation, captioning, GUI usage, and testing. Explore both local and Google Colab methods for creating flexible style and character LoRAs.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Software Engineering Courses - SE Courses

How to Do Stable Diffusion LORA Training by Using Web UI on Different Models

Comprehensive guide to LoRA training in Stable Diffusion, covering installation, image preparation, parameter tuning, and image generation using SD 1.5 and 2.1 models.

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

Hugh Hou

AI Masterclass for Everyone - Stable Diffusion, ControlNet, Depth Map, LORA, and VR

Comprehensive guide to creating immersive 360° photos using AI techniques like Stable Diffusion, ControlNet, and LORA. Learn capture, editing, and VR integration for stunning panoramic images.

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