PaidIntermediateMachine Learning
DeepLearning.AI via Coursera
Mathematics for Machine Learning and Data Science
Build mathematical foundations in linear algebra, calculus, probability and statistics.AccessPaidPaid certificate track. Preview, trial and financial-aid availability vary by course and region; check the enrolment page.
Duration12 weeks at 5 hours/weekSelf-paced unless the provider states otherwise
CertificateShareable certificate with eligible completionConfirm current eligibility before enrolling
Editorial perspective
Why consider it
A focused bridge for learners who can follow code but want to understand the mathematical ideas behind optimisation, modelling and data analysis.
Practical outcomes
What you should be able to do
- Work with vectors and matrices
- Understand derivatives in optimisation
- Apply probability and statistics
Fit check
Who it suits
Learners preparing for technical ML study.
ProfessionalsLearners