Live course 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 learners enrolled Mentor: Marcus Lee
Length
18 weeks
Live teaching
150+ hours
Level
Advanced
Curriculum
8 modules · 16 topics

Live classes: Tue/Thu 8-10 PM (GMT).

About this program

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 be able to do

  • 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

Curriculum

  1. 01
    Transformers & LLM Internals2 topics
    • Attention
    • Decoding
  2. 02
    Prompt Engineering & Structured Output2 topics
    • Prompts
    • Schemas
  3. 03
    Retrieval-Augmented Generation2 topics
    • Chunking
    • Retrieval
  4. 04
    Vector Databases & Search2 topics
    • Vector DBs
    • Hybrid search
  5. 05
    Fine-Tuning & PEFT2 topics
    • LoRA
    • Alignment
  6. 06
    Evaluation & Guardrails2 topics
    • Evals
    • Guardrails
  7. 07
    Cost, Latency & Scaling2 topics
    • Caching
    • Quantization
  8. 08
    Deployment & Capstone2 topics
    • Serving
    • Capstone
  9. Certificate

    Verified LLM Engineering certificate with capstone review.

Projects you'll build

Hands-on work reviewed by your mentor. Together they become your portfolio.

  1. P1Production RAG application
  2. P2LLM evaluation harness

Where it can take you

Roles this program prepares you for:

LLM EngineerGenerative AI EngineerAI Application Developer

Career counselling is included

A counsellor helps you plan the move, reviews your resume and LinkedIn, and prepares you for interviews for the roles above.

How it works

Your mentor

Marcus LeeAI Engineering Lead

Built GenAI products used by millions.

From learners

Nexify's live data science bootcamp completely changed my career. The mentors were world-class and I landed a role within 2 months.
Jordan SmithData Scientist, FinTech Co
The cybersecurity program was hands-on and practical. The SOC simulations were exactly what I needed for my new role.
Aisha KhanSecurity Analyst, CloudSecure

Questions

Is career counselling included?

Yes. One-to-one career counselling is part of this program: help planning your path, check-ins while you learn, and preparation for applications and interviews.

Can I pay monthly?

Yes. You can finance this program with Climb Credit, subject to approval. Checking your rate is a soft credit pull and does not affect your credit score.

$18,999 $22,999Save $4,000
Climb CreditOr pay monthly with Climb Credit
  • Live classes with your mentor
  • Every session recorded
  • 2 hands-on projects
  • One-to-one career counselling
  • Verified certificate

Questions?

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