AI Engineering from Scratch is 1,095 hours, not 320

The AI Engineering from Scratch curriculum advertises about 320 hours of study across 503 lessons. Add up the per-phase estimates in its own roadmap file and you get 1,094.5 hours. The course itself is real, free, and finished, but the time budget on the label is off by more than three times. Key Takeaways The course is free, finished, and runs from school maths to agent swarms. Add up the…