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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 Mar 7, 2025
  • Jupyter Notebook

Drawing inspiration from Andrej Karpathy’s iconic lecture, "Let’s Build GPT: From Scratch, in Code, Spelled Out", this project takes you on an immersive journey into the inner workings of GPT. Step-by-step, we’ll construct a GPT model from the ground up, demystifying its architecture and bringing its mechanics to life through hands-on coding.

  • Updated Dec 1, 2024
  • Jupyter Notebook

This repository is dedicated to my learning journey through the LangChain & Vector Databases in Production course offered by Activeloop. The course is part of the Gen AI 360 Foundational Model Certification and focuses on mastering Large Language Models (LLMs) and Vector Databases.

  • Updated Aug 14, 2024
  • 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 May 16, 2025
  • TypeScript
KLEP

KLEP (Key-Lock-Executable-Process) is a groundbreaking AI framework that utilizes symbolic AI for dynamic decision-making. It integrates keys, locks, executables, and processes to foster ethical, modular, and transparent AI applications, offering a novel approach for developers and researchers in AI and cognitive science.

  • Updated Feb 24, 2025
  • C#

Educational Selenium RL project: Train AI agents to navigate websites using Q-Learning. Complete implementation with Episode 100 achievement (129.73 reward). Learn reinforcement learning through practical web automation! 🤖🎓

  • Updated Jun 16, 2025
  • Python

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