Prompt Tuning Courses and Certifications

Introduction to Large Language Models

17 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 Certificate

Unify

Prompt Tuning Explained

Explore prompt tuning techniques for optimizing pre-trained language models. Learn about soft prompts, gradient descent, and improving performance on downstream tasks while maintaining model efficiency.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

MIT HAN Lab

Efficient Fine-tuning and Prompt Engineering - Lecture 20

Explore efficient fine-tuning techniques and prompt engineering strategies for optimizing large language models in machine learning applications.

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

MIT HAN Lab

Efficient Fine-tuning and Prompt Engineering - Lecture 20

Explore efficient fine-tuning techniques and prompt engineering strategies for optimizing large language models in machine learning applications.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Introduction to Large Language Models

1416 ratings at Coursera

Explore large language models, their applications, and prompt tuning techniques. Learn to develop Gen AI apps using Google tools in this introductory micro-learning experience.

• Coursera
• 52 minutes
• Self-Paced
• Paid Course

Master prompt engineering to effectively communicate with AI for desired results in various tasks and applications.

• Independent
• Self-Paced
• Free Online Course

Role of Instruction-Tuning and Prompt Engineering in Clinical Domain - MedAI 125

Explore instruction-tuning and prompt engineering's impact on Clinical NLP, enhancing biomedical tasks and systematic reviews in oncology for optimized clinical processes and evidence-based practices.

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

ChemicalQDevice

Meta Llama 3 Fine-Tuning, RAG, and Prompt Engineering for Drug Discovery

Explore advanced techniques to enhance Llama 3's performance in drug discovery using fine-tuning, RAG, and prompt engineering. Gain insights into improving domain-specific AI responses for pharmaceutical research.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models

Explore RAG, fine-tuning, and prompt engineering techniques to optimize AI chatbots and language models for better responses, extended knowledge, and domain expertise.

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

Association for Computing Machinery (ACM)

GPT4Rec: Graph Prompt Tuning for Streaming Recommendation - Tutorial 2.5

Explore graph prompt tuning for streaming recommendations using GPT4Rec, enhancing real-time personalized content delivery in dynamic environments.

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

Toronto Machine Learning Series (TMLS)

Prompt Optimization and Parameter Efficient Fine Tuning for Large Language Models

Explore state-of-the-art prompt optimization techniques and parameter efficient fine-tuning methods for large language models to enhance performance on various tasks.

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

Generative AI Fundamentals with Google Cloud

22 ratings at Udacity

Discover generative AI fundamentals through Google Cloud's free microlearning modules covering model types, large language models, responsible AI practices, and hands-on tool creation.

• Udacity
• 3 hours
• Self-Paced
• Free Certificate

Generative AI Fundamentals

15 ratings at Udacity

Master generative AI principles, deep learning fundamentals, and foundation model adaptation using PyTorch and Hugging Face with hands-on PEFT implementation.

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

The Machine Learning Engineer

LLMOps: Prompt Tuning for Dialog Summarization with Flan-T5 in Spanish

Aprende a personalizar y evaluar modelos Flan-T5 para resumen de documentos mediante prompt tuning, con enfoque práctico en español.

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

DevConf

Detoxification of Large Language Models Using TrustyAI Detoxify and HuggingFace SFTTrainer

Explore LLM detoxification using TrustyAI Detoxify and HuggingFace SFTTrainer. Learn to rephrase toxic content for supervised fine-tuning, optimizing model safety and alignment.

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