Welcome to my Python Projects Repository, where I document my growth and exploration in the world of Python, from building games to diving into the fields of data science, scientific computing, and machine learning/AI. Each project marks a significant milestone in my Python career, reflecting skills gained, challenges faced, and knowledge expanded.
- Alien Invasion: Classic space shooter built using Pygame, demonstrating object-oriented programming, game loops, and event handling.
- Snake Game: Simple yet engaging snake game highlighting the basics of 2D game development.
Skills Gained: Event-driven programming, game development, rendering graphics, handling user input, and collision detection.
- Exploratory Data Analysis: In-depth analysis of datasets using Pandas, NumPy, and Matplotlib.
- Data Visualization Projects: Interactive and static visualizations built with Seaborn and Plotly.
Skills Gained: Data cleaning, exploratory analysis, statistical insights, and interactive data visualization.
- Physics Simulation: Simulating real-world physics using SciPy and NumPy.
- Mathematical Modeling: Implementing algorithms for solving complex mathematical problems and visualizing them.
Skills Gained: Numerical methods, matrix computations, simulation, optimization techniques, and algorithm development.
- Supervised Learning Projects: Classification and regression tasks using Scikit-learn.
- Deep Learning Projects: Neural networks for image recognition, sentiment analysis using TensorFlow and Keras.
Skills Gained: Model training, hyperparameter tuning, neural networks, deep learning, and AI development.
- Languages: Python, SQL
- Libraries: Pygame, Pandas, NumPy, SciPy, Scikit-learn, TensorFlow, Keras, Matplotlib, Seaborn, Plotly
- Tools: Jupyter Notebooks, VSCode, Git, GitHub
This repository reflects my learning and evolution as a Python developer. Beginning with games to build foundational programming skills, I transitioned into data science for analytics, explored scientific computing to solve complex problems, and finally delved into machine learning/AI to tackle futuristic challenges.
Each project serves as a stepping stone in my career, helping me grow from a beginner to a more advanced Pythonista, ready to take on real-world challenges in technology and AI-driven solutions.
- Advanced AI projects and deep learning explorations.
- More focus on big data, cloud computing, and deploying machine learning models.
- Ongoing research in AI to solve real-world problems.
Feel free to explore the projects, provide feedback, or contribute! Your collaboration and insights are welcome as I continue my journey through the evolving landscape of Python programming.
- Email: [[email protected]]
Let's build, learn, and innovate together! ✨