Welcome to my personal repository of mini projects built while learning Artificial Intelligence and Machine Learning. This repo serves as a lab notebook, portfolio, and sandbox for experiments, whether from university assignments, online courses, research article replications, Kaggle challenges, or just curious tinkering.
Projects are organized by source and date, following this structure:
LEARN_ML/
├── university/
├── online-courses/
├── practice-platforms/
├── blogpost-replications/
├── article-replications/
├── kaggle-experiments/
├── personal-experiments/
└── tools-and-snippets/
Coursework and assignments from academic AI/ML classes.
Projects built while following structured online learning (e.g., Coursera, Fast.ai, etc.).
Problems, learning paths, and guided projects completed on platforms focused on hands-on AI/ML practice, such as DeepML.
Replications of ML papers.
Replications of ML blog tutorials.
Kaggle competitions and exploratory notebooks.
Independent projects based on my own ideas, curiosity, or hobby datasets.
Reusable code such as training loops, data augmentation scripts, or experiment templates.
| Project | Type | Source | Path | Description |
|---|---|---|---|---|
[2025-07] project00_degrees/ |
Online Course | 💻 CS50's Introduction to Artificial Intelligence with Python | ./online-courses/edx_cs50-intro-to-ai/project00-degrees/ | Program that determines how many "degrees of separation" aparts two actors are |
[2025-12] unit01/ |
Online Course | 🤗 Hugging Face Deep Reinforcement Learning course | ./online-courses/hugging-face_deep-rl-course/unit01/ | Simple RL agent using Stable-Baselines3's PPO in LunarLander-v2 (Gymnasium environment). |
[2025-12] unit04-cartpole/ |
Online Course | 🤗 Hugging Face Deep Reinforcement Learning course | ./online-courses/hugging-face_deep-rl-course/unit04-cartpole/ | Simple RL agent using Reinforce algorithm in CartPole-v1 (Gymnasium environment). |
[2025-12] unit04-pixelcopter/ |
Online Course | 🤗 Hugging Face Deep Reinforcement Learning course | ./online-courses/hugging-face_deep-rl-course/unit04-pixelcopter/ | Simple RL agent using Reinforce algorithm in Pixelcopter-PLE-v0 (Pygame environment). |
- 📚 Document my AI/ML learning journey
- 🧠 Reinforce concepts through hands-on coding
- 🔍 Share progress and experiments publicly
- 🛠️ Reuse code for future projects
- Each project includes a
README.mdwith context and goals. - Most code is in
Jupyter Notebooksor modular Python files. - Only small or synthetic datasets are stored; large datasets are typically linked or downloaded separately.
This repository is continuously updated as I keep learning and experimenting.