Understanding Large Language Models (LLMs)
A comprehensive introduction to Large Language Models covering fundamental concepts, architecture, training, and applications. Learn how LLMs work, from tokenization and embeddings to transformer architecture and real-world applications.
- Level: beginner
- Duration: 8 weeks
- 7 sections
- Price: $20
Topics: AI, Machine Learning, Natural Language Processing, LLMs, Transformers, Deep Learning, ChatGPT, Language Models, Attention Mechanism
What's inside
- Module 1: What Are LLMs?
- Module 2: How Do LLMs Represent Language?
- Module 3: Predicting the Next Word
- Module 4: The Transformer Architecture (Simplified)
- Module 5: Training an LLM
- Module 6: Strengths and Limitations
- Module 7: Future of LLMs