Algebra and Differential Calculus for Data Science Course
by Coursera
The math course data scientists actually need - transforms abstract concepts into working Python code for machine learning.
Why this course
- Perfect math prep for deep learning
- Excellent gradient descent coverage
- Jupyter Notebook exercises
- Avoids unnecessary proofs