Perplexity from Scratch: How a Model Predicts the Next Token

Use a worked next-token example to understand perplexity and its role and limits in prompt compression.

Common Mistakes for the Level 4 AI Trainer Exam

Level 4 AI Trainer pitfalls: data quality, annotation checks, and system operations.