SpecializationAdvancedLLMs
LLM Engineering Specialization
Production LLM systems: prompting, evaluation, safety, fine-tuning choices, and cost/latency tradeoffs.
What you'll walk away with
- Ship an evaluated LLM feature
- choose fine-tune vs RAG
- control cost/latency
- add basic safety rails
Course certificate
DecodeAI Professional Certificate in LLM Engineering
Earn by passing all topic quizzes (0/3)
Remaining: Prompting & Structured Outputs, Fine-tuning vs RAG Decisions, Eval, Safety & Cost Control
Tip: complete every module quiz at ≥ pass mark to unlock certification.
Syllabus
Module 1Free preview
Prompting & Structured Outputs
Reliable prompts, tools, and JSON schemas for product features.
Theory 2 lessons Quiz Cheatsheet
Module 2Pro
Fine-tuning vs RAG Decisions
A decision framework for adapting models to your domain.
Theory 2 lessons Quiz Cheatsheet
Module 3Pro
Eval, Safety & Cost Control
Ship gates, red-teaming basics, and budget-aware routing.
Theory 2 lessons Quiz Cheatsheet