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How LLMs Work
Beginner to Intermediate4-6 hoursWorking mental model + reference materials

What actually happens inside a Large Language Model — from the moment you type a prompt to the moment it responds. No math. No fluff. Just a clear picture you can hold in your head.

2 DaysIntensive
Beginner FriendlyNo math required
LLMsMachine LearningTransformersGenerative AIView Details
AI Implementation & Technical Architecture
Intermediate to Advanced5-7 hoursAI architecture blueprint + MLOps framework + deployment playbook

Turning AI prototypes into reliable, scalable production systems. MLOps, model serving, RAG architecture, monitoring, and the engineering discipline that most AI projects are missing.

...memory. Component Purpose Options Embedding model Converts text to vectors OpenAI Ada, Cohere, Sentence Transformers Vector database Stores and searches embeddings Pinecone, Weaviate, Chroma, pgvector, Qdrant...

2 DaysIntensive
ArchitectureBlueprint
AI ArchitectureMLOpsModel DeploymentAI InfrastructureProduction AIView Details