Course 2: LLM Architectures, Ethics, and Governance
How LLMs actually work under the hood — transformer architectures, scaling, and the safety and governance frameworks you have to wire into any production deployment. For product folk who need to defend technical and ethical tradeoffs in a room of engineers and lawyers.
Lessons
section A-Course 2: LLM Architectures, Ethics, and Governance
01Lesson 2.1: Transformer Architecture Deep Dive7 min02Model Families and Performance6 min03Cost-Efficient LLM Scaling5 min04Real-Time LLM Applications: Speed, Ethics, and Edge AI7 min05Global LLM Scaling: Multilingual Models, Geo-Deployment, and Localization Ethics7 min06Domain-Specific LLMs: Medicine, Law, and Bias Mitigation7 min07LLM Optimization for Production: Balancing Speed, Cost, and Tradeoffs6 min08Security and Privacy in LLMs: Data Leaks, Adversarial Attacks, and Compliance6 min09Lesson 2.9: LLM Monitoring and Maintenance: Performance, Ethics, and Updates5 min