تحميل Data Analysis Signal Processing
Technology
روابط التحميل
يوجد صيانة لقسم تحميل الدورات لذلك يمكنك مشاهدة الدورة بشكل مباشر من هنا بدلا من التحميل لحين الانتهاء من صيانة القسم
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Course Introduction of 18 065 by Professor Strang
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An Interview with Gilbert Strang on Teaching Matrix Methods in Data Analysis Signal Processing
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Lecture 1 The Column Space of A Contains All Vectors Ax
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Lecture 2 Multiplying and Factoring Matrices
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3 Orthonormal Columns in Q Give Q Q I
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4 Eigenvalues and Eigenvectors
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5 Positive Definite and Semidefinite Matrices
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6 Singular Value Decomposition SVD
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7 Eckart Young The Closest Rank k Matrix to A
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Lecture 8 Norms of Vectors and Matrices
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9 Four Ways to Solve Least Squares Problems
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Lecture 10 Survey of Difficulties with Ax b
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Lecture 11 Minimizing ‖x‖ Subject to Ax b
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12 Computing Eigenvalues and Singular Values
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Lecture 13 Randomized Matrix Multiplication
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14 Low Rank Changes in A and Its Inverse
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15 Matrices A t Depending on t Derivative dA dt
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16 Derivatives of Inverse and Singular Values
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Lecture 17 Rapidly Decreasing Singular Values
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Lecture 18 Counting Parameters in SVD LU QR Saddle Points
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19 Saddle Points Continued Maxmin Principle
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20 Definitions and Inequalities
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Lecture 21 Minimizing a Function Step by Step
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22 Gradient Descent Downhill to a Minimum
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23 Accelerating Gradient Descent Use Momentum
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24 Linear Programming and Two Person Games
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25 Stochastic Gradient Descent
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26 Structure of Neural Nets for Deep Learning
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27 Backpropagation Find Partial Derivatives
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Lecture 30 Completing a Rank One Matrix Circulants
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31 Eigenvectors of Circulant Matrices Fourier Matrix
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Lecture 32 ImageNet is a Convolutional Neural Network CNN The Convolution Rule
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33 Neural Nets and the Learning Function
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34 Distance Matrices Procrustes Problem
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35 Finding Clusters in Graphs
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Lecture 36 Alan Edelman and Julia Language
تحميل Data Analysis Signal Processing Technology ، دروس تحميل Data Analysis Signal Processing ، تحميل برابط مباشر و مشاهدة تحميل Data Analysis Signal Processing ، تعليم الاطفال تحميل Data Analysis Signal Processing ، البداية لتعلم تحميل Data Analysis Signal Processing ، تحميل Data Analysis Signal Processing ، تحميل كورس تحميل Data Analysis Signal Processing
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