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ai-education

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A step-by-step walkthrough of the inner workings of a simple neural network. The goal is to demystify the calculations behind neural networks by breaking them down into understandable components, including forward propagation, backpropagation, gradient calculations, and parameter updates.

  • Updated Nov 26, 2025
  • Jupyter Notebook

Inspired by Andrej Karpathy’s "Let’s Build GPT", this project guides you step‑by‑step to build a GPT from scratch, demystifying its architecture through clear, hands‑on code.

  • Updated Dec 12, 2025
  • Jupyter Notebook

Revolutionizing collaborative thinking and problem-solving through intelligent ranking systems and gamified AI research contribution. A hybrid gaming-educational mobile platform that combines engaging game mechanics with generative AI education and research.

  • Updated Nov 27, 2025
  • TypeScript

AI-powered online exam proctoring system that detects suspicious activities using computer vision. Tracks eye movements, face presence, multiple faces, and talking during exams with real-time alerts and dashboard.

  • Updated May 18, 2025
  • Python
plataforma-estudo-personalizado

A personalized study platform developed with Gemini API. It helps students structure content, stay focused and learn more efficiently by generating personalized study modules based on chosen topics. Developed for Alura + Google contest [AI Immersion - 2nd Edition].

  • Updated Aug 14, 2025
  • TypeScript

🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记:AI 驱动的终身学习技能树

  • Updated Mar 13, 2026
  • Python

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