Machine Learning Journey

This repository documents my journey in learning Machine Learning through notes, code snippets, and hands-on projects. To deepen my understanding, I’m implementing algorithms from scratch in Python, focusing on foundational concepts and practical applications. My starting point is Andrew Ng’s Machine Learning Specialization on Coursera, and I plan to explore additional resources over time. Here are the courses I’m currently working through:

1. Supervised Machine Learning: Regression and Classification, certificate earned on 2024-11-04
2. Advanced Learning Algorithms, certificate earned on 2024-12-09
3. Unsupervised Learning, Recommenders, Reinforcement Learning, in progress

Competitions

I plan to participate in Kaggle competitions to apply what I’ve learned and improve my skills. Here are the competitions I want to enter:

• House Prices: Advanced Regression Techniques, in progress
• Titanic: Machine Learning from Disaster