GPT-2 Courses and Certifications

Runway

GPT-2 and Transformers

Explore text-based models with a focus on GPT-2 and Transformers in less than an hour with Runway.

• YouTube
• 13 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

GPT-2: Language Models are Unsupervised Multitask Learners

Explore OpenAI's GPT-2 model and its controversy in less than an hour with Yannic Kilcher. Understand how language models learn tasks without explicit supervision.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Coding Train

Coding Train Late Night - GPT-2, Hue Lights, Discord Bot

Learn to create an AI joke generator, train generative text with GPT-2, use Hue Lights API, and build a Discord bot with Coding Train's 2-3 hour material.

• YouTube
• 2 hours 26 minutes
• On-Demand
• Free Online Course

Coding Train

Coding Train Late Night - Fetch, GPT-2 and RunwayML

Learn to scrape data, train models with Runway, and control Hue lights in a fun, late-night coding session with Coding Train.

• YouTube
• 2 hours 7 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Generate Blog Posts with GPT2 and Hugging Face Transformers - AI Text Generation GPT2-Large

Learn to generate blog posts using GPT2 and Python in less than an hour with Nicholas Renotte. Master text encoding, decoding, and AI text generation techniques.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Generating New Recipes using GPT-2

45 ratings at Coursera

Learn to preprocess text datasets, fine-tune a generative model using HuggingFace library, and create unique recipes with GPT-2 in this 2-hour Coursera project.

• Coursera
• 2-3 hours
• On-Demand
• Paid Course

Parsons

Artificial Creativity

50 ratings at Coursera

Explore AI creativity with Parsons School of Design's 5-week course. Learn design thinking, use cutting-edge AI tools, and apply theories to your own research project.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Edan Meyer

Trillion Parameter Models Are Here

Learn to train large Machine Learning models using ZeRO-Infinity, a breakthrough by Microsoft, in less than an hour with Edan Meyer.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Aleksa Gordić - The AI Epiphany

VQ-GAN - Taming Transformers for High-Resolution Image Synthesis - Paper Explained

Understand VQ-GAN and high-resolution image synthesis in less than an hour with Aleksa Gordić from The AI Epiphany. Learn about perceptual loss, adversarial loss, and sequence prediction.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

USENIX Enigma Conference

When Machine Learning Isn't Private

Explore the privacy issues in machine learning models with Google's Nicholas Carlini in this short USENIX Enigma Conference session. Learn about data leakage, ineffective ad-hoc solutions, and potential next steps.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Deep Learning NLP: Training GPT-2 from scratch

Explore Transformer-based NLP and fine-tune GPT-2 in this 1-week project-based course offered by Coursera Project Network. Ideal for North American learners.

• Coursera
• 1 week
• Finished
• Paid Course