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Machine learning

This class was created by Brainscape user Mouez Khelifi. Visit their profile to learn more about the creator.

By: Mouez Khelifi
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Decks in this class (14)

Perceptron
Disegna un perceptron come lo traino,
Perceptron learning algorithm,
Perceptron e xor problem
3  cards
K-NN
Training k nn e inferenza,
K nn e un modello parametrico,
Qual e il bottleneck a livello co...
5  cards
SVM
Svm perche si introducono le slac...,
Svm mi scriva il problema di otti...,
Loss svm
9  cards
Decision Trees
Cos e un dt,
Funzioni di impurity nei decision...,
Dt perche random forest
4  cards
Multiclass classification
Ova,
Differenza tra ava e ova quanti c...,
Ava
3  cards
Gradient Descent
Gradient descent update di gradie...,
Cos e il momentum quanti parametr...,
Perche sgd e stocastico
4  cards
Regularization
Regolarizzazione e overfitting,
Differenza tra l1 e l2 a cosa ser...,
P norm
3  cards
Ranking
Ranking il problema del classific...,
Ranking posso usare un percettron...
2  cards
Neural Networks
Nelle nn a cosa serve l activatio...,
Funzioni di attivazione panoramic...,
Funzioni di attivazione perche or...
5  cards
Unsupervised learning
Dimensionality reduction cos e e ...,
Metodi shallow come faccio a fare...,
Pca
14  cards
Generative models
Differenza tra auto encoder e var...,
Mi disegna una gan la loss della ...,
Mi disegna un autoencoder
5  cards
Reinforcement learning
Reinforcement vs supervised learning,
Expected cumulative reward weight...,
Markov decision process
8  cards
Neural Networks Architectures
Cos e una cnn i numeri nel kernel...,
Cos e una rete ricorrente esempio...,
Resnet vs le reti precedenti
4  cards
Regression
Regressione polinomiale regressio...,
Che altri algoritmi posso utilizz...
2  cards

More about
Machine learning

  • Class purpose General learning

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