Python Data Science & Web Scraping Projects

This repository is a collection of Python projects developed during my undergraduate and master's studies, focusing on web scraping, data visualization, and machine learning fundamentals.

📁 Categories

📁 Repository Structure

🕸️ Web_Scraping/

• Hahow Course Scraper: Data extraction from Hahow platform.
• PTT News Analysis: Sentiment and headline tracking from PTT.
• PTT Crawler GUI: Desktop GUI application built with Tkinter.

🤖 Machine_Learning_Basics/

• Intro to ML Concepts: Foundational algorithms and mathematics.
• Numpy & Matplotlib Basics: Exploratory Data Analysis (EDA) practice.
• Casino Bandit Simulation: Early implementation of reinforcement learning concepts.

🛠️ Skills Demonstrated

• Libraries: Requests, BeautifulSoup, NumPy, Matplotlib, Tkinter.
• Techniques: HTML Parsing, Data Cleaning, Mathematical Optimization.