17:11
Clustering (4): Gaussian Mixture Models and EM
275K views • 9 years ago
15:02
Clustering (3): K-Means Clustering
27K views • 9 years ago
12:34
Clustering (2): Hierarchical Agglomerative Clustering
122K views • 9 years ago
6:00
Clustering (1): Basics
21K views • 9 years ago
14:49
Neural Networks (2): Backpropagation
44K views • 9 years ago
13:52
Neural Networks (1): Basics
226K views • 9 years ago
15:09
Support Vector Machines (3): Kernels
93K views • 9 years ago
14:09
Support Vector Machines (2): Dual & soft-margin forms
71K views • 9 years ago
10:55
Support Vector Machines (1): Linear SVMs, primal form
126K views • 9 years ago
17:42
VC Dimension
85K views • 10 years ago
21:06
Linear classifiers (2): Learning parameters
17K views • 10 years ago
14:15
Linear classifiers (1): Basics
53K views • 10 years ago
8:30
Linear regression (6): Regularization
164K views • 10 years ago
14:21
Linear regression (2): Gradient descent
89K views • 10 years ago
6:48
Linear regression (4): Nonlinear features
18K views • 10 years ago
4:49
Linear regression (5): Bias and variance
36K views • 10 years ago
8:22
Linear regression (3): Normal equations
29K views • 10 years ago
5:47
Linear regression (1): Basics
22K views • 10 years ago
8:49
Introduction (2): Data and Visualization
14K views • 10 years ago
6:50
Introduction (1): AI & Machine Learning
50K views • 10 years ago
9:52
Introduction (3): Supervised Learning
19K views • 10 years ago
6:22
Introduction (4): Complexity and Overfitting
19K views • 10 years ago
15:04
Bayes Classifiers (2): Naive Bayes
26K views • 10 years ago
11:51
Bayes Classifiers (1)
49K views • 10 years ago
7:46
Nearest Neighbor (1)
35K views • 10 years ago
9:54
Nearest neighbor (2): k-nearest neighbor
31K views • 10 years ago
14:49
Multivariate Gaussian distributions
261K views • 11 years ago
17:37
PCA, SVD
101K views • 11 years ago
32:09
Clustering
32K views • 11 years ago
25:04
Review: Probability
11K views • 11 years ago
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