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MML - Coggle Diagram
MML
Linear Algebra
study of vectors and matrices
Matrices
System of Linear Equation
Elementary Row Transformation
Row Echelon Form & pivot
reduced row echelon form | Gaussian elimination
Iterative methods
Vector Spaces
Groups
V spaces
V subspaces
Linear Independence
Rank & Basis
Dimension
Linear Mappings
Probability Theory
Sum Rule, Product Rule
Bayes Theorem
Bayesian Probabilty
Posterier| Prior | Likelihood
MlE, MAP, Bayesian Inference
Analytic Geometry
Norms
Inner Products
Distane | Mertics
Angles & Orthogonality
Continous Optimizations
Gradient Descent | Stochastic Gradient Descent
Constrained Optimization & Langrange multipliers