Complete Python Developer Zero To Mastery ((link)) -

Here’s a concise, structured review of Complete Python Developer: Zero to Mastery (Andrei Neagoie, Udemy/ZTM Academy).

Part 3: Advanced Python

Part 5: The Capstone – The "Zero to Mastery" Final Exam

If you have completed the sections above, you are ready. A single project that proves to any hiring manager that you are a Complete Python Developer.

3. Concurrency & Parallelism

• Threading (I/O-bound tasks).
• Multiprocessing (CPU-bound tasks).
• asyncio (async/await, event loop).
• When to use each.

Part 6: Capstone (Portfolio Project)

You choose – but must include:

• Clean code + OOP design.
• Tests (at least unit tests).
• Git history (meaningful commits).
• Documentation (README, setup instructions).
• External library or API integration.
• Optional: simple CI, packaging, or deployment.

Example capstone ideas:

• Task management system (web or CLI).
• Stock portfolio tracker with API.
• Personal finance dashboard.
• Multiplayer quiz game (with sockets).
• URL shortener (Flask + Redis).

✅ Project 2: Expense Tracker (CLI + CSV)

• Add expenses with category, amount, date.
• Summaries by month, category.
• Export reports to CSV.
• Unit tests for core logic.

Suggested Learning Pace

| Section | Approx. Hours (Study + Coding) | |---------|-------------------------------| | Part 0 (Setup) | 2–4 | | Part 1 (Core) | 20–30 | | Part 2 (Intermediate) | 15–20 | | Part 3 (Advanced) | 20–25 | | Part 4 (Tooling) | 10–15 | | Part 5 (Path) | 20–30 | | Part 6 (Capstone) | 15–25 | | Total | ~100–150 hours |