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omarTBakr/README.md

Hi there! I'm Omar.

🚀 About Me

  • Solid foundation in Python 🐍 , C/C++.
  • Passionate about Linear Algebra, Probability & Statistics – always learning! 🤓📚📐📊📈
  • Exploring Machine Learning: I enjoy building algorithms from scratch to understand their core. Check out my ML Deep Dive.
  • Currently diving deeper into Deep Learning/computer vision concepts.

🛠️ Skills

Python C++ MATLAB Linux Fedora

Databases & Tools:

PostgreSQL pgAdmin Docker Git VS Code PyCharm

ML/DL Stack:

NumPy Pandas Matplotlib Seaborn Scikit-learn PyTorch TensorFlow

Mathematical Foundations:

Discrete Math Linear Algebra Multivariable Calculus Probability Statistics Algorithms Optimization

🏆 Projects

  • New York Taxi Trip Duration
    • Comprehensive feature engineering project to predict taxi trip durations.
    • Tech: Python, Pandas, Scikit-learn, OSRM, Docker, Folium.

📊 Problem Solving

  • LeetCode:

    Leetcode Stats

  • Codeforces: Actively solving problems, with 82 solved here

Pinned Loading

  1. ML-Projects ML-Projects Public

    Jupyter Notebook

  2. ML-Deep-Dive ML-Deep-Dive Public

    implementing essential Machine learning algorithms from scratch

    Jupyter Notebook 3

  3. EducationalProjects EducationalProjects Public

    This repo is solely intended for educational purposes and should not be used for real-world applications. It is designed to provide hands-on experience with fundamental programming concepts.

    Python 2 1