State of AI Course Quality 2026
Published by AI Guru. We analyzed 60 top AI and machine learning courses on Coursera
using Course Autopsy's five-pillar quality framework. Average score: 6/100.
Methodology
Each course was scored across Consistency, Compliance, Pedagogy, Production, and Student Experience
using 200+ automated quality checks powered by Claude AI.
Common Issues Found
- Missing assessment coverage — most courses have modules with no quizzes
- Module imbalance — modules vary dramatically in size
- Lecture length violations — many exceed recommended 15-minute cap
- Missing learning objectives — several lack measurable objectives
- No supplementary materials — video-only without readings
All Analyzed Courses
- D (0/100) —
- D (0/100) —
- D (0/100) —
- D (0/100) —
- D (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- C (0/100) —
- D (0/100) —
- D (0/100) —
- D (0/100) —
- D (0/100) —
- B- (0/100) —
- D (0/100) —
- D (0/100) —
- F (0/100) —
- F (0/100) —
- D (0/100) —
- D (0/100) —
- F (0/100) —
- D (0/100) —
- F (55/100) — Procreate Solid Foundations
- F (55/100) — Freelance Web Design From Design To Development To Making Money
- D (0/100) —
- D (0/100) —
- F (0/100) —
- F (0/100) —
- A (0/100) —
- B (0/100) —
- B (0/100) —
- C (0/100) —
- B (0/100) —
- F (0/100) —
- B (0/100) —
- B (0/100) —
- B- (0/100) —
- B (0/100) —
- B (0/100) —
- B- (0/100) —
- B (0/100) —
- F (0/100) —
- F (0/100) —
- F (0/100) —
- B (0/100) —
- C (0/100) —
- F (0/100) —
- C (0/100) —
- D (0/100) —
- B- (0/100) —
- B+ (86/100) — AI and Public Health
- B+ (84/100) — Python for Data Science, AI & Development
- B (81/100) — TensorFlow for Deep Learning Bootcamp
Visit courseautopsy.com to analyze your own course.