Module 7 of 22|90 min
Transformer Architecture
Attention is all you need
The Transformer Revolution15:00
Module Content
The Transformer Revolution
15:00
Attention Is All You Need Paper
20 min
Self-Attention Mechanism Deep Dive
18:45
Implementing Attention from Scratch
25 min
Multi-Head Attention
14:30
Building a Transformer Block
20 min
Module Quiz
12 questions
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All Modules
1Introduction to NLP2Text Preprocessing3Bag of Words & TF-IDF4Word Embeddings5Sequence Models for NLP6Attention Mechanisms7Transformer Architecture8BERT Deep Dive9GPT Architecture10Text Classification11Named Entity Recognition12Question Answering13Text Generation14Summarization15Machine Translation16Fine-tuning LLMs17Prompt Engineering18RAG Systems19LLM Evaluation20Responsible AI in NLP21Production NLP Systems22Capstone: Build a Chatbot