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)