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linear-classification

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Con clasificación lineal podemos categorizar datos a partir de observaciones previas. Sus implementaciones va desde la detección de fraudes a segmentizar clientes. Acá te explico desde un punto matemático y teórico como se aplica. Además, hacemos una pequeña implementación.

  • Updated Jan 25, 2021
  • Jupyter Notebook

This project detects digits using CNNs and OpenCV. It includes image preprocessing, model training on MNIST, real-time detection, and evaluation with accuracy metrics. Built with Python, TensorFlow/Keras, and Flask for deployment. Clone, install dependencies, and start detecting digits! 🚀

  • Updated Mar 25, 2025
  • Jupyter Notebook

Bengaluru House Price Prediction using Python (Scikit-Learn, Pandas, NumPy, Matplotlib, Seaborn). Machine learning predicts prices based on features like location, size, and bathrooms. Data preprocessing, Ridge Regression model, and evaluation metrics ensure accurate predictions. Clone, install, and run the script for precise Bengaluru house prices

  • Updated Sep 30, 2023
  • Python

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