DATASCI 3ML3 Winter 2023

DATASCI 3ML3 Winter 2023

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These videos were made for Physics 3G03 in Winter 2021 and are being reused.

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52:57

Physics 3G03 8.4.2021 Naive Bayes, Hopfield Model

Physics 3G03 8.4.2021 Naive Bayes, Hopfield Model

From Erik Sorensen

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50:42

Physics 3G03 7.4.2021 Bayes Rule, Bayesian…

Physics 3G03 7.4.2021 Bayes Rule, Bayesian Classification

From Erik Sorensen

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46:04

Physics 3G03 5.4.2021 Info Gain Ratio, Gini Index

Physics 3G03 5.4.2021 Info Gain Ratio, Gini Index

From Erik Sorensen

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47:55

Physics 3G03 1.4.2021 Information Entropy,…

Physics 3G03 1.4.2021 Information Entropy, Decision Trees

From Erik Sorensen

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42:13

Physics 3G03 31.3.2021 Information Entropy

Physics 3G03 31.3.2021 Information Entropy

From Erik Sorensen

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52:17

Physics 3G03 29.3.2021 Decision Trees

Physics 3G03 29.3.2021 Decision Trees

From Erik Sorensen

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43:18

Physics 3G03 25.3.2021 Boosting and Bagging

Physics 3G03 25.3.2021 Boosting and Bagging

From Erik Sorensen

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50:49

Physics 3G03 24.3.2021 Cross-Validation, Boosting

Physics 3G03 24.3.2021 Cross-Validation, Boosting

From Erik Sorensen

7 plays 0
07:09

Physics 3G03 22.3.2021 Universal Approximators,…

Physics 3G03 22.3.2021 Universal Approximators, Cross-Validation

From Erik Sorensen

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51:47

Physics 3G03 18.3.2021 Non-Linear…

Physics 3G03 18.3.2021 Non-Linear Multiclassification and Autoencoders

From Erik Sorensen

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46:57

Physics 3G03 17.3.2021 Nonlinear Regression and…

Physics 3G03 17.3.2021 Nonlinear Regression and Classification

From Erik Sorensen

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44:05

Physics 3G03 15.3.2021 Network Capacity, ResNet-50

Physics 3G03 15.3.2021 Network Capacity, ResNet-50

From Erik Sorensen

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48:21

Physics 3G03 11.3.2021 Fashion MNIST

Physics 3G03 11.3.2021 Fashion MNIST

From Erik Sorensen

3 plays 0
50:26

Physics 3G03 10.3.2021 Neurons, Pooling and…

Physics 3G03 10.3.2021 Neurons, Pooling and Dropout

From Erik Sorensen

6 plays 0
51:33

Physics 3G03 8.3.2021 Convolution Networks

Physics 3G03 8.3.2021 Convolution Networks

From Erik Sorensen

9 plays 0
49:26

Physics 3G03 4.3.2021 Backpropagation,…

Physics 3G03 4.3.2021 Backpropagation, Convolution Networks

From Erik Sorensen

6 plays 0
52:59

Physics 3G03 3.3.2021 Tensorflow for MNIST Digits

Physics 3G03 3.3.2021 Tensorflow for MNIST Digits

From Erik Sorensen

8 plays 0
50:27

Physics 3G03 1.3.2021 K-Means Clustering. Lin.…

Physics 3G03 1.3.2021 K-Means Clustering. Lin. Regression with Tensorflow

From Erik Sorensen

7 plays 0
55:08

Physics 3G03 25.2.2021 Autoencoders, Clustering

Physics 3G03 25.2.2021 Autoencoders, Clustering

From Erik Sorensen

6 plays 0
10:49

Numpy 5 Broadcasting

Numpy 5 Broadcasting

From Erik Sorensen

13 plays 0
51:54

Physics 3G03 24.2.2021 Linear Autoencoder

Physics 3G03 24.2.2021 Linear Autoencoder

From Erik Sorensen

7 plays 0
55:32

Physics 3G03 22.2.2021 Implementing…

Physics 3G03 22.2.2021 Implementing Multi-Classification, Categorical classifications

From Erik Sorensen

8 plays 0
18:34

Numpy 4 HW1 Vectorization

Numpy 4 HW1 Vectorization

From Erik Sorensen

10 plays 0
54:27

Physics 3G03 11.2.2021 Multiclass Classification,…

Physics 3G03 11.2.2021 Multiclass Classification, One-Versus-All

From Erik Sorensen

6 plays 0

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