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.

Length

9 lessons

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Lessons

section A-Course 2: LLM Architectures, Ethics, and Governance

01Lesson 2.1: Transformer Architecture Deep Dive7 min 02Model Families and Performance6 min 03Cost-Efficient LLM Scaling5 min 04Real-Time LLM Applications: Speed, Ethics, and Edge AI7 min 05Global LLM Scaling: Multilingual Models, Geo-Deployment, and Localization Ethics7 min 06Domain-Specific LLMs: Medicine, Law, and Bias Mitigation7 min 07LLM Optimization for Production: Balancing Speed, Cost, and Tradeoffs6 min 08Security and Privacy in LLMs: Data Leaks, Adversarial Attacks, and Compliance6 min 09Lesson 2.9: LLM Monitoring and Maintenance: Performance, Ethics, and Updates5 min

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