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Subject Details

Dept : AIDS

Sem : 6

Regul : 2023

Faculty : PADMASHRI N

phone : 9167022231

E-mail : padmashri.n.ad@snsce.ac.in

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Question Bank

UNIT 1:

Introduction to machine learning- Linear models (S...

Training a network: loss functions

UNIT 2:

History of Deep Learning- A Probabilistic Theory o...

UNIT 3:

Linear (PCA, LDA) and manifolds, metric learning

UNIT 4:

Optimization in deep learning

UNIT 5:

Detection-Audio WaveNet

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Introduction to machine learning- Linear models (SVMs and Perceptrons,

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Training a network: loss functions

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logistic regression)- Intro to Neural Nets: What a shallow network computes

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Feb

back propagation

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stochastic gradient descent-

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Feb

Neural networks as universal function approximates.

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