Essential Linear Algebra for Data Science Course
by Coursera
Finally makes linear algebra relevant - connects matrix theory to real data science workflows in Python with exceptional clarity.
Why this course
- Perfect balance of theory and implementation
- Excellent NumPy/Python integration
- Real-world case studies (PCA, NLP, images)
- Avoids unnecessary pure-math tangents