Phase 7 Capstone Projects - h-almustafa/python-mastery-roadmap GitHub Wiki

Phase 7: Capstone Projects

🎯 Goal

Build real-world projects that combine:

  • Core Python
  • Data Science / Machine Learning
  • Web Development (Flask/Django APIs)

🛠️ Capstone Ideas

📊 1. ML-Powered Expense Tracker (Flask + Pandas + scikit-learn)

  • Tracks spending, classifies categories
  • Predictive analytics + REST API

🧠 2. AI Resume Analyzer (Flask + NLP)

  • Upload resume → NLP processing
  • Keyword matching, improvement tips

🌐 3. Full-Stack Data Dashboard (Django + ML)

  • User login, upload CSV
  • Data cleaning, EDA, model training on the fly

🎯 Showcase

  • Host live demo or deploy public version
  • Write detailed README and case study
  • Record video walkthrough (optional)