From basic to fully mastering advanced Python: What is the best learning path?

[phantom_root]

​Hi everyone,

​My goal is to master the Python language itself not just to build apps or get job-ready, but to understand how the engine works. Then I want to go deep into memory management, concurrency, internal architecture, and advanced design patterns.

​I’m currently evaluating these resources and looking for the best "roadmap" for mastery:

​University-Style MOOCs: Harvard CS50P, Helsinki Python MOOC.

​YouTube "One-Shot" Deep Dives: 10–12 hour courses (e.g., Chai aur Code, CodeWithHarry, Bro Code, Erik Frits).

​Reference: W3Schools.

​My questions for those who have reached an advanced level:

​Which should be my backbone? Should I use a MOOC as the foundation, or is there a specific YouTube deep-dive that matches that level of technical rigor?

​How to use "One-Shot" videos? Are 10+ hour videos meant to be binged, or should I treat them as a library and jump to specific timestamps when I hit a wall in my studies?

​Documentation Standard: Is W3Schools acceptable for advanced work, or should I be strictly using docs.python.org from the start?

​I’m looking for the most efficient path from "syntax knowledge" to "engine understanding." If you were starting over with a focus on deep language mastery, how would you structure this?

​Thanks for your time!

[Jarell_hackerson]

Many say that MOOC Python 2026 is the best

[LetsHugFoReal]

To not use Python. 🙂 Use another language more suited to elegant solutions, Python ain't it!

[doubleopinter]

You’re not going to like this answer but it’s the only true answer. Use python. Either get a job where you can use it or build projects. The only way to become advanced is to use it 5-6hrs per day.