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)