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Deep Learning (Class B)

Subject Details

Dept : AIDS

Sem : 6

Regul : 2019

Faculty : Gulshan Banu

phone : 9655507259

E-mail : gulshan.a.ad@snsce.ac.in

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Puzzles

UNIT 1:

Introduction to machine learning

UNIT 2:

A Probabilistic Theory of Deep Learning

UNIT 3:

Linear (PCA, LDA) and manifolds, metric learning

UNIT 4:

UNIT 5:

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Feb

weights initialization, batch normalization, hyperparameter optimization.

13

Feb

Training a Convnet

13

Feb

VGG, Inception, ResNet

13

Feb

VGG, Inception, ResNet

13

Feb

Introduction to Convnet

13

Feb

Linear (PCA, LDA) and manifolds, metric learning

Puzzles

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