Prompt Tuning Courses and Certifications

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
• On-Demand
• Free Video

Introduction to Large Language Models

684 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
• 54 minutes
• On-Demand
• Free Online Course (Audit)

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

• Independent
• On-Demand
• Free Online Course

Introduction to Large Language Models

2 reviews

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

• Google Cloud Skills Boost
• 30 minutes
• On-Demand
• Free Certificate

Introduction to Large Language Models

Explore large language models, their applications, prompt tuning techniques, and Google tools for developing Gen AI apps in this concise introductory overview.

• Pluralsight
• 15 minutes
• On-Demand
• Free Trial Available

LLMOps Space

Building the Fine-Tuning Pipeline for Alignment of LLMs

Explore key aspects of aligning LLMs and set up infrastructure for a versatile alignment pipeline. Learn data collection, prompt tuning, and workflow management techniques.

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

Introduction to Large Language Models - Bahasa Indonesia

Pelajari definisi, kasus penggunaan, dan peningkatan performa model bahasa besar (LLM) serta alat Google untuk mengembangkan aplikasi AI Generatif Anda sendiri.

• Coursera
• 56 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Large Language Models - 日本語版

このコースは、大規模言語モデル（LLM）とは何か、どのようなユースケースで活用できるのか、プロンプト調整で LLM のパフォーマンスを高めるにはどうすればよいかについて学習する、入門レベルのマイクロ ラーニング コースです。ジェネレーティブ AI アプリを自分で作成するのに役立つ Google ツールについても紹介します。

• Coursera
• 36 minutes
• On-Demand
• Free Online Course (Audit)

The Machine Learning Engineer

MLOps: Optimización PEFT para Resumen de Diálogos con Flan-T5 (LoRA) - Español

Aprende a optimizar modelos Flan-T5 con PEFT (Lora) para resumir diálogos eficientemente, incluyendo técnicas de prompt tuning y evaluación de resultados.

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

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
• On-Demand
• Free Video