Zero-shot learning (ZSL) Courses and Certifications

Tuning GPT-3 on a Single GPU via Zero-Shot Hyperparameter Transfer

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Learn to tune GPT-3 on a single GPU with MIT's seminar. Understand the µP method, its theoretical basis, and its application in machine learning. Less than 1-hour workload.

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

Aleksa Gordić - The AI Epiphany

Tensor Programs - Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

Learn to tune large neural networks via zero-shot hyperparameter transfer in less than an hour with Aleksa Gordić from The AI Epiphany.

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

Aleksa Gordić - The AI Epiphany

DALL-E - Zero-Shot Text-to-Image Generation - Paper Explained

Explore DALL-E and Zero-Shot Text-to-Image Generation with Aleksa Gordić's AI Epiphany in under an hour. Learn about VQ-VAE, transformers, and autoregressive transformers.

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

Yannic Kilcher

Language Models as Zero-Shot Planners - Extracting Actionable Knowledge for Embodied Agents

Explore how to translate unstructured language model outputs into structured formats with Yannic Kilcher's 1-2 hour material, featuring an interview with author Wenlong Huang.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

James Briggs

Fast Zero Shot Object Detection with OpenAI CLIP

Learn to implement zero-shot object detection using OpenAI's CLIP in under an hour with James Briggs. No model fine-tuning or data annotation required.

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