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Artificial Intelligence
Generative AI & LLM Engineering
Build production LLM apps: RAG, agents, fine-tuning and evaluation.
$1,499$1,799
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Artificial Intelligence
Advanced
Live Classes
LLM Engineering
Advanced program to design, build, fine-tune and deploy production LLM applications, RAG systems and evaluation pipelines.
4.9
610 enrolled
18 weeks · 150+ live learning hours
Certificate
Overview
Curriculum
Instructor
FAQ
Program Overview
An advanced engineering program for building production LLM systems. Across 18 weeks and 150+ live hours you go deep on transformers, RAG, fine-tuning, tool use, evaluation, guardrails and scalable deployment, shipping real LLM applications with strong software practices.
What you'll learn
- Build production RAG and LLM apps
- Fine-tune and align models
- Design evaluation and guardrail systems
- Optimize cost and latency
- Deploy and monitor LLM services
Tools you'll use
PythonHugging FaceOpenAI APILangChainLlamaIndexPineconeDocker
Hands-on Projects
- Production RAG application
- LLM evaluation harness
Career Outcomes
LLM EngineerGenerative AI EngineerAI Application Developer
Complimentary software included
Enroll in this course and get these professional tools free — licenses and access are provided as part of the program, at no extra cost.
OpenAI API Credits LLM API
Build LLM apps.
Hugging Face Pro Model Hub
Models and inference.
LangSmith LLMOps
Trace and evaluate.
Pinecone Standard Vector DB
Vector search for RAG.
Curriculum
Transformers & LLM Internals
- Attention
- Decoding
Prompt Engineering & Structured Output
- Prompts
- Schemas
Retrieval-Augmented Generation
- Chunking
- Retrieval
Vector Databases & Search
- Vector DBs
- Hybrid search
Fine-Tuning & PEFT
- LoRA
- Alignment
Evaluation & Guardrails
- Evals
- Guardrails
Cost, Latency & Scaling
- Caching
- Quantization
Deployment & Capstone
- Serving
- Capstone
Marcus Lee
AI Engineering Lead
Built GenAI products used by millions.
Certificate
Verified LLM Engineering certificate with capstone review.
No FAQs yet. Submit an inquiry for any questions.
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