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Mathematics for Machine Learning and Data Science
DeepLearning.AI math foundations — linear algebra, calculus, probability, and statistics for ML practitioners.
by DeepLearning.AI4.6 (6,500 reviews)130,000 students75h90 lessons
Technologies & Tools
mathematics
linear-algebra
calculus
statistics
probability
Dev AI Expertise Covered
Linear Algebra
Calculus
Probability
Statistics
PCA
Optimization
Pros
Strong math foundation
ML-relevant examples
Good visualizations
Cons
-Heavy theory
-Challenging for math-averse learners
Prerequisites
- High school math
Instructor
D
DeepLearning.AI
Course Details
LanguageEnglish
Duration75h
Lessons90
CertificateYes