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How did you actually learn all this?
1 hour readSelf-learners who want the full picture
My complete course sequence, mistakes, costs, and what worked. The unfiltered truth.
1
The Starting Point (2022-2023)
Zero coding knowledge, 18 years in advertising. ChatGPT made me curious.
2
Foundational Certificates
These gave me vocabulary to think about technology.
3
The Andrew Ng Path (7 Courses)
Machine Learning fundamentals to Deep Learning to LangChain
4
The Valley of Death (2024)
Stuck for months. Courses weren't clicking.
5
Full Stack Learning (2024)
React, Django, databases.
6
Building in Production (2025-2026)
Two products launched: DIALØGUE and STRAŦUM.