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Beginner–Intermediate Not open for applications

LLM Lodge

Build real projects while you learn how LLMs actually work.

The overview

Who this lodge is for

Anyone who wants to build personal projects while picking up the ML/LLM fundamentals underneath them.

Why join

Starts from Python basics and builds up to neural nets, transformers, and working with LLM APIs — then you build.

Goals of the programme

  • Build personal projects while integrating AI/ML concepts
  • Understand the intuition behind Machine Learning
  • Gain insight into the fundamentals of LLMs

What you'll explore

  • Python foundations
  • Neural networks
  • Transformers
  • LLM APIs

Skill level

Beginner–Intermediate

Your captains

Two captains, one lodge

Greg

SCIS (CS) / Year 3

@gregleejy

Ihsan

SCIS (CS) / Year 3

@ihsanaeong

Captain details are being finalised and will be updated here.

Week by week

The route through the woods

~3 hours per session

Week 1Basics of programming in Pythonmandatory
Week 2Neural Networksmandatory
Week 3Transformersmandatory
Week 4Guided walkthrough of LLM APIsmandatory
Weeks 5–8Project building & open office hoursoptionalOptional as long as you're working on your project — highly recommended if you need guidance.
Week 9Hackday — project showcasemandatory

Weekly topics are indicative and may shift to fit the lodge.

this lodge is resting

Not open for applications

LLM Lodgeisn't accepting applications this cycle. It's here so you can see what's ahead — explore the other lodges to find one that's open.