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Loss Function Collective (LFC)

Minimizing confusion. One chapter at a time.

A reading group for developers learning AI/ML together. We read, implement, discuss, and ship — no passive consumption, no skipping the exercises.


How It Works

  • Read the assigned material before each meeting
  • Do the exercises — bring answers and doubts
  • Attempt the weekly coding challenge — push code before the session
  • Discuss — one person leads each week, rotates every session
  • 60–90 minutes hard stop per meeting

Structure

/
├── programmes/     # Reading plans, questions and challenges per book
├── sessions/       # Notes and takeaways from each meeting
├── challenges/     # Weekly coding challenge solutions
└── resources/      # Shared links, papers and references

Community

We hang out on Discord between meetings. Drop questions, share code, celebrate wins.


Members

5 members — Lagos, Nigeria 🇳🇬

About

Loss Function Collective — a reading group for developers learning AI/ML together. We read, implement, discuss, and ship.

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