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MaDL - Sets Scalars Vectors Matrices and Tensors

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Tübingen Machine Learning

Lecture: Math for Deep Learning (MaDL)
(Prof. Andreas Geiger, University of Tübingen)
Course Website with Slides: https://unituebingen.de/de/241678

posted by titolokc


MaDL Adding and Multiplying Matrices and Vectors
MaDL Adding and Multiplying Matrices and Vectors
Dear linear algebra students, This is what matrices (and matrix manipulation) really look like
Dear linear algebra students, This is what matrices (and matrix manipulation) really look like
Deep Learning Lecture 1.3 (Introduction: Machine Learning Basics)
Deep Learning Lecture 1.3 (Introduction: Machine Learning Basics)
A tutorial on Bayesian optimization with Gaussian processes
A tutorial on Bayesian optimization with Gaussian processes
Scalars, Vectors, Matrices, Tensors, etc explained | Linear Algebra Basics for Machine Learning
Scalars, Vectors, Matrices, Tensors, etc explained | Linear Algebra Basics for Machine Learning
MaDL Linear Dependence and Span
MaDL Linear Dependence and Span
What's a Tensor?
What's a Tensor?
MaDL Differential Calculus
MaDL Differential Calculus
MaDL Vector Calculus
MaDL Vector Calculus
Why is the determinant like that?
Why is the determinant like that?
MaDL Eigenvalue and Singular Value Decomposition
MaDL Eigenvalue and Singular Value Decomposition
MaDL Special Matrices and Vectors
MaDL Special Matrices and Vectors
Visualization of tensors part 1
Visualization of tensors part 1
Probabilistic ML Lecture 1 Introduction
Probabilistic ML Lecture 1 Introduction
The Matrix Transpose: Visual Intuition
The Matrix Transpose: Visual Intuition
Properties of the transpose of a matrix, linear algebra tutorial
Properties of the transpose of a matrix, linear algebra tutorial
The applications of eigenvectors and eigenvalues | That thing you heard in Endgame has other uses
The applications of eigenvectors and eigenvalues | That thing you heard in Endgame has other uses
An Overview of Mathematical Notation | Summation & Product Notation | ML Fundamentals 3
An Overview of Mathematical Notation | Summation & Product Notation | ML Fundamentals 3
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