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This repository contains a generalized regression analysis problem solved from scratch, using only the Numpy library.

Jupyter Notebook 100.00%
bias-variance-tradeoff generalized-linear-models machine-learning model-optimization

regression-from-scratch's Introduction

Typing SVG

💬 About Me:

  • 🔭 Currently completing my thesis for a Master's degree in Data Science.
  • 🤝 Open to collaborating on intriguing Machine Learning or Deep Learning projects.
  • 👨‍💻 All of my projects are available here.

📖 Theory:

  • 🔢 Linear Algebra
  • ∫ Calculus
  • 🔧 Mathematical Optimization
  • 📊 Probability and Statistics
  • 🎯 Supervised Learning
  • 🌌 Unsupervised Learning
  • 🥽 Computer vision

💻 Tech Stack:

Python R NumPy scikit-learn LINUX Streamlit Power Bi Git Pandas PyTorch Keras Matplotlib Plotly MySQLShell Script LaTeX

📈 GitHub Stats:

GitHub Streak

Take a look at my projects and let's get in touch 📬

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regression-from-scratch's Issues

Better README

Improve presentation, highlighting the work done. Maybe add output results and even running instructions. Possible addition of output examples.

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