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Applied MathematicsMatemática Aplicada
Numerics, optimization, and mathematics put to computational work.Métodos numéricos, optimización y matemáticas aplicadas al cómputo.
Numerical AnalysisAnálisis Numérico
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OptimizationOptimización
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Modeling & ComputationModelado y Computación
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Linear Algebra for Machine Learning
Linear Algebra Chapter in MML book.
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Mathematics in Machine Learning
The importance of the maths in ML. Introduction of MML book.
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Introduction to Machine Learning.
Introduction to ML. Gradient Descent.
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Learning Models: Supervised Learning.
Intro to Learning Models. Supervised Learning. Univariate Linear Regression.