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Recommended resources
Module 2
Single-Variable Calculus Essentials
Module 3
Vectors, Matrices, and their Properties
Module 4
Vector Spaces and Linear Mappings
Module 5
Eigenvalues and Matrix Decompositions
Module 6
Multivariable Calculus and Gradients
Module 7
Foundations of Probability
Module 8
Probability Distributions and Expectations
Module 9
Multivariate Probability and Statistics
Module 10
Parameter Estimation Techniques
Module 11
Optimization for Machine Learning
Module 12