Curriculum Development

Dean Sophia Curriculum designs, reviews, and continuously improves course pathways.

Dean Sophia Curriculum

I design your learning pathway based on goals, skill level, and mastery progress. I review every course for quality and update curricula automatically when students struggle with a topic.

4

Courses under development

92%

Curriculum quality score

37

Assignments generated

5

Lessons needing improvement

Curriculum builder
Courses under development
AI FoundationsBeginner
5 modules64% built
x
Mathematics for AIIntermediate
1 modules28% built
x
Python ProgrammingBeginner
1 modules45% built
x
Data ScienceIntermediate
0 modules0% built
x
Student mastery gaps
Neural NetworksAI Foundations
70% struggling
x
ProbabilityMathematics for AI
78% struggling
x
RecursionPython Programming
65% struggling
x
AI curriculum recommendations

Add a visual gradient-descent simulation to the Neural Networks lesson — 70% of students show misconceptions here.

Split the Probability module into two shorter units to reduce cognitive load.

Insert a guided recursion walkthrough before the coding challenge in Python.