A collection of my Python projects covering Machine Learning, Data Analytics, and Game Development. This repository is continuously growing as I explore different areas of Python and build practical projects.
A machine learning and data analytics project focused on analyzing student-related data and extracting meaningful insights.
Key areas:
- Data preprocessing and cleaning
- Exploratory Data Analysis (EDA)
- Data visualization
- Feature analysis
- Machine Learning
- Model evaluation
Technologies: Python · Pandas · NumPy · Matplotlib · Seaborn · Scikit-learn
A Machine Learning project that predicts whether a passenger would survive the Titanic disaster based on factors such as age, gender, passenger class, and other passenger information.
Key areas:
- Data preprocessing
- Missing value handling
- Feature engineering
- Exploratory Data Analysis
- Classification
- Model training and evaluation
Technologies: Python · Pandas · NumPy · Matplotlib · Seaborn · Scikit-learn
A 2D arcade-style space shooter inspired by classic games such as Galaga, built using Pygame.
Key features:
- Player movement
- Shooting mechanics
- Enemy spawning
- Collision detection
- Scoring system
- Game loop and states
Technologies: Python · Pygame
This repository will continue to grow with projects covering areas such as:
- 🤖 Machine Learning
- 📊 Data Analytics
- 🧠 Artificial Intelligence
- 🎮 Game Development
- 🌐 Python Applications
- 🔬 Experiments & Learning Projects
Python · Pandas · NumPy · Matplotlib · Seaborn · Scikit-learn · Pygame
The goal of this repository is to learn by building and apply Python concepts to practical projects.
Each project represents a different area of Python development and serves as part of my ongoing journey in Machine Learning, Data Science, Game Development, and Software Development.
| Project | Category | Status |
|---|---|---|
| Student Data Analytics & ML | Data Science / ML | ✅ Completed |
| Titanic Survival Prediction | Machine Learning | ✅ Completed |
| Galaga-Style Shooter | Game Development | ✅ Completed |
| Future Projects | Various | 🚧 Coming Soon |
A growing collection of Python projects, experiments, and applications built while learning and exploring the possibilities of Python.