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CS189
Anisotropic Gaussians
Anisotropic QDA vs LDA
Application of LS to Time Series Analysis
Building Classifiers
Convolutional Neural Networks
CS 189 Discussion 7
CS189 MCQ
Decision Theory
Decision Trees
Decorrelating the Design Matrix
Discussion 9 189
Discussion 6 CS 189
Discussion 10 189
Eigenvectors, Eigenvalue Decomposition, Spectral Theorem
Ensemble Learning
Generalization for Neural Networks
Hierarchical Clustering
Induced Norm
K-Means Clustering
Logistic Regression (1958)
Maximum Likelihood Estimation
midterm 189
Multivariate Gaussian Distribution
Neural Network
Neurobiology
oh
Principal Component Analysis
Pseudoinverse of a Matrix
Q4. Decision Trees for Classification
Rayleigh Quotient
Regression And Linear Regression
Ridge Regression (Tikhonov Regularization)
ROC Curve (Receiver Operating Characteristics)
Singular Value Decomposition and PCA
Understanding Covariance Matrix for GDA
Vanishing Gradient Problem (ReLUs)
Visualizing Quadratic Form
Data8
Data 8
data8 final prep
midterm prep data8
Testing Hypotheses and AB Testing
EECS127
Linear Programs
Miscellaneous Facts about Matrices and Decomposition
Quadratic Programming
Singular Value Decomposition
Excalidraw
Drawing 2025-03-20 03.24.02.excalidraw
misc
100 numpy exercises
Data Preprocessing and Logging
Files, Inputs and Outputs, Argparse in Python
Logging
Logging, Error Handling
Pandas CSV Files
Python Foundation
Writing Tests in Python
Others
Bit Byte Graph
Option Draft
Top Performance and Top Retail Items
Probability
Continuous Probability
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Tag: linear-algebra
Tag: linear-algebra
5 items with this tag.
Jul 21, 2025
Miscellaneous Facts about Matrices and Decomposition
linear-algebra
Jul 21, 2025
Singular Value Decomposition
eecs127
linear-algebra
data-analysis
Jul 21, 2025
Induced Norm
cs189
eecs127
linear-algebra
machine-learning
statistics
Jul 21, 2025
Principal Component Analysis
cs189
machine-learning
linear-algebra
Jul 21, 2025
Eigenvectors, Eigenvalue Decomposition, Spectral Theorem
cs189
linear-algebra