Welcome to the Data Science Repository! Here, you'll find a comprehensive collection of topics ranging from Git fundamentals and Python basics to advanced concepts, including Machine Learning algorithms, Deep Learning for computer vision using PyTorch, and OpenCV. These topics will be constantly updated as this repository serves as a record of my ongoing learning and understanding.
| Topics | Description | Links |
|---|---|---|
| Git | Introduction to Git fundamentals | 🔗 |
| Python | Covers Python fundamentals, OOP and advanced python topics | 🔗 |
| Data Wrangling & EDA | Preparation of data for analysis | 🔗 |
| Machine Learning | Overview and implementation of popular ML algorithms with practical examples | 🔗 |
| Deep Learning in PyTorch | Introduction to deep learning and hands-on tutorials for image analysis with PyTorch | 🔗 |
| OpenCV | Introduction to computer vision and practical applications using OpenCV | 🔗 |
Exercises are included between each topic to provide practice exercises and coding challenges for reinforcing learning and understanding.