LoRA (Low-Rank Adaptation) Courses and Certifications

Deploying LLMs: A Practical Guide to LLMOps in Production

722 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
• On-Demand
• Paid Course

LLM Fine Tuning Fundamentals + Fine tune OpenAI GPT model

364 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
• On-Demand
• Paid Course

The Things Academy: Hands on with LoRaWAN®

151 ratings at Udemy

Take the next step in your LoRaWAN career. Connect your first LoRaWAN device, and start creating IoT solutions.

• Udemy
• 7 hours 59 minutes
• On-Demand
• Paid Course

LLM Reinforcement Learning Fine-Tuning DeepSeek Method GRPO

114 ratings at Udemy

[EN] LLM Fine-Tuning and Reinforcement Learning with SFT, LoRA, DPO, and GRPO Custom Data HuggingFace

• Udemy
• 3 hours 46 minutes
• On-Demand
• Paid Course

Mastering DeepScaleR: Build & Deploy AI Models with Ollama

89 ratings at Udemy

Build AI Chatbots, Deploy Local AI Models, and Create AI-Powered Apps Without Cloud APIs using DeepScaleR-1.5B AI Model

• Udemy
• 1 hour 26 minutes
• On-Demand
• Paid Course

NCA-GENL: SoAI-Certified Generative AI LLMs Specialization

55 ratings at Udemy

Complete Guide to Passing NCA-GENL Exam: Generative AI, LLMs, Prompting, and Model Deployment - School of AI

• Udemy
• 1 hour 49 minutes
• On-Demand
• Paid Course

Stable Diffusion Character Creation: Design Fantasy AI Art

44 ratings at Udemy

Fantasy Character AI with Stable Diffusion: Prompts, High-Res Art, Master Prompts & LoRa training: From Zero to Hero

• Udemy
• 2 hours 43 minutes
• On-Demand
• Paid Course

Improving Accuracy of LLM Applications

10 ratings at Coursera

Enhance LLM application accuracy: build SQL agent, create evaluation framework, apply fine-tuning techniques like LoRA and MoME, and learn practical tips for generating training data to boost model performance.

• Coursera
• 1 hour 2 minutes
• On-Demand
• Paid Course

Edureka Microcredential

Generative AI for Software Engineers & Developers

11 ratings at Coursera

Master generative AI tools and techniques to revolutionize your software development workflow, from coding assistants to intelligent applications and secure development practices.

• Coursera
• 16 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Databricks

Large Language Models: Foundation Models from the Ground Up

Explore innovations in transformer-based architectures, efficient fine-tuning, deployment considerations, and multi-modal developments for large language models in this comprehensive deep dive.

• edX
• 4 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

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)

H2O.ai

H2O ai Large Language Models (LLMs) - Level 2

Master advanced LLM techniques through data preparation, fine-tuning, and model optimization. Learn QnA dataset creation, quantization, and LoRA while using H2O LLM Studio for practical NLP applications.

• Coursera
• 3 hours 24 minutes
• On-Demand
• Paid Course

Packt

Decoding Large Language Models

Unlock the architecture, training, and deployment of Large Language Models through hands-on expertise in fine-tuning, evaluation, and real-world integration strategies.

• Coursera
• 20 hours 28 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Coursera

Fine-Tune & Optimize Generative AI Models

Master parameter-efficient fine-tuning techniques like LoRA to optimize large language models for specific domains while reducing costs and maintaining quality in production.

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