In the spotlight
LLM fundamentals
From neural networks to modern language models, explore how LLMs actually work, what they can do, and how to leverage them effectively. This course covers the technical foundations, agentic systems, hardware considerations, and real-world implementation strategies.
Goals
- Evaluate when transformers solve problems RNNs cannot
- Apply attention mechanism concepts to understand model capabilities
- Apply scaling laws to make model size vs training data decisions
Details
| Format: | Text, quizzes |
| Audience: | Developers and technical decision-makers |
| Platform: | Platform-agnostic |
| Length: | 2-3 hours |