Search for tag: "sigmoid"

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MLP Lecture 04 - Clip 01 - Activation Functions duration 13 minutes 11 seconds MLP Lecture 04 - Clip 01 - Activation Functions MLP Lecture 04 - Clip 01 - Activation Functions	MLP Lecture 04 - Clip 01 - Activation Functions Machine Learning Practical (MLP) Lecture 04, Clip 01 / 05. machine learning deep learning function activation units gradient functions output network alpha problem linear networks sigmoids sigmoid inputs input thing minus gradients saturation things From Pavlos Andreadis 1 likes 666 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
Preliminaries - perceptrons duration 4 minutes 52 seconds Preliminaries - perceptrons Preliminaries - perceptrons	Preliminaries - perceptrons Preliminaries - perceptrons iaml neural networks perceptron function regression 990s computer perceptrons hat gradient kind minus step sigmoid networks bit update direction rosenblatt rule architecture linear From Nigel Goddard 1 likes 2,770 plays 0 Licence Type Creative Commons - Attribution
Predicting duration 3 minutes 30 seconds Predicting Predicting	Predicting Predicting iaml neural networks thing regression units linear network function output classification class slide input weight unit sigmoid functions o. v2 sum prediction binary From Nigel Goddard 1 likes 1,981 plays 0 Licence Type Creative Commons - Attribution
Learning the Parameters duration 9 minutes 4 seconds Learning the Parameters Learning the Parameters	Learning the Parameters Learning the Parameters classification point regression analysis philosophical terminology product individual respect caption complete differential calculus probability gradient computing question experiment iaml log likelihood power statistical terminology independent understand effects likelihood structure individualism data point numerical method transmission differential solution linear regression political philosophy optimization logistic regression analytical output log term input points regression method sigmoid things weights probabilities parameters model place answer From Nigel Goddard 0 likes 4,023 plays 0 Licence Type Creative Commons - Attribution
Logistic Regression duration 8 minutes 39 seconds Logistic Regression Logistic Regression	Logistic Regression Logistic Regression control slope orientation probability sigmoid curves decision theory caption complete decision boundary point logistic regression write shifts logistic function include vowel letters function iaml greek letters infinity linear significance transpose effects probabilistic topology curve minus large slide magnitude components small dimension boundary decision probabilities term sum vector bias alpha kind x. class bit tilde From Nigel Goddard 0 likes 4,445 plays 0 Licence Type Creative Commons - Attribution
Generative vs Discriminative duration 3 minutes 17 seconds Generative vs Discriminative Generative vs Discriminative	Generative vs Discriminative Generative vs Discriminative iaml logistic regression probability input bayes output covariance linear sigma variable weights classifier sigmoid classifiers approach model cane form values bernoulli component priors From Nigel Goddard 0 likes 3,207 plays 0 Licence Type Creative Commons - Attribution