4. What are the strengths and potential drawbacks of this course?

Strengths:

• Uses intuitive visual pedagogy, ideal for learning how linear algebra underpins ML.
• Rated 4.6/5 across thousands of learners—reflecting consistent satisfaction.
• Serves as a strong foundation for further courses in calculus and statistics within the specialization.

Limitations:

• Offers conceptual depth, but not exhaustive theoretical rigor—users seeking mathematical proofs may need supplementary resources.
• A working knowledge of Python improves experience; true mathematical beginners may find the transition smoother with prior algebra exposure.