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machi

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This repository contains my code while reading the awesome Machine Learning book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition". This book is awesome man. I can't describe that how happy I am now by reading this book.

  • Updated May 26, 2020
  • Jupyter Notebook

K-Pop Idol Classification: Computer vision project using fine-tuned Vision Transformers (ViT) to identify K-pop idols from TOMORROW X TOGETHER. Features YOLOv8 face detection, grayscale preprocessing technique improving accuracy from 60% to 85%, and interactive Gradio demo interface.

  • Updated Mar 12, 2025
  • Jupyter Notebook

An interactive concept map of core **Machine Learning** topics built using **NetworkX** and **PyVis** in Python. This project helps visualize relationships between fundamental ML concepts such as Supervised/Unsupervised Learning, key algorithms (e.g., Regression, SVM, Neural Networks), and optimization techniques like Gradient Descent.

  • Updated May 21, 2025
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