Topic courseIntermediateDeep Learning
Attention & Transformers
Topic course on self-attention, multi-head attention, positional encodings, and why transformers scaled.
What you'll walk away with
- Read attention equations fluently
- compare encoder/decoder stacks
- spot common implementation pitfalls
Course certificate
DecodeAI Certificate in Attention & Transformers
Earn by passing all topic quizzes (0/2)
Remaining: Self-Attention Mechanics, Transformer Training Craft
Tip: complete every module quiz at ≥ pass mark to unlock certification.
Syllabus
Module 1Free preview
Self-Attention Mechanics
Queries, keys, values, and scaled dot-product attention.
Theory 2 lessons Quiz Cheatsheet
Module 2Pro
Transformer Training Craft
Stability tricks used in modern LLM pretraining recipes.
Theory 2 lessons Quiz Cheatsheet