Machine learning

Thema UYQM

1135 tuit · page 22/29
Formal & Physical Sciences AI — Models & Research
EN

02 ML Diffrent tools and application of ML

Artificial Neural Networks and Machine Learning
42 min
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Machine LearningBayesian InferenceArtificial Neural Networks
Formal & Physical Sciences AI — Models & Research
EN

01 ML Introduction

Artificial Neural Networks and Machine Learning
46 min
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Machine LearningPattern RecognitionArtificial Intelligence
Formal & Physical Sciences AI — Models & Research
EN

Lecture 29 Factors affecting BP training

Artificial Neural Networks and Machine Learning
43 min
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BackpropagationNeural NetworksTraining
Formal & Physical Sciences AI — Models & Research
EN

Lecture 25 Generalized Delta LR Derivation

Artificial Neural Networks and Machine Learning
40 min
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Neural NetworksBackpropagationDelta Rule
Formal & Physical Sciences AI — Models & Research
EN

lecture 10 WTA 2021 09 02 at 02 33 GMT 7

Artificial Neural Networks and Machine Learning
42 min
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Winner-Takes-AllCompetitive-LearningClustering
Formal & Physical Sciences AI — Models & Research
EN

Lecture 10 ML 2021 02 08 at 01 40 GMT 8

Artificial Neural Networks and Machine Learning
32 min
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Bayes TheoremProbabilityMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

Lecture 08 ML Grad Regression

Artificial Neural Networks and Machine Learning
42 min
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Linear RegressionGradient DescentMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

lect19 Naïve Bayes Classifier

Artificial Neural Networks and Machine Learning
32 min
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Naive-BayesBayesian-ClassificationSupervised-Learning
Formal & Physical Sciences AI — Models & Research
EN

Lect13 ML 2021 02 15 at 22 34 GMT 8 1

Artificial Neural Networks and Machine Learning
16 min
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Bayesian Decision TheoryDiscriminant FunctionsLoss Matrix
Formal & Physical Sciences AI — Models & Research
EN

Lect 17 ML Covariance Martix and ROC

Artificial Neural Networks and Machine Learning
27 min
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Covariance MatrixROC CurveMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

Lect 16 ML Discriminant Function III

Artificial Neural Networks and Machine Learning
37 min
★ ★ ★ ★ ☆ 4/5
Discriminant FunctionBayesian ClassifierGaussian Distribution
Formal & Physical Sciences AI — Models & Research
EN

Lect 15 ML Discriminant Function II

Artificial Neural Networks and Machine Learning
47 min
★ ★ ★ ★ ☆ 4/5
Discriminant FunctionsBayes Decision TheoryGaussian Classifiers
Formal & Physical Sciences AI — Models & Research
EN

Lect 14 ML Discriminant Function I

Artificial Neural Networks and Machine Learning
57 min
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Discriminant FunctionBayesian Decision TheoryGaussian Distribution
Formal & Physical Sciences AI — Models & Research
EN

lect 14 Minimum Distance Classifier

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ★ ☆ 4/5
Minimum Distance ClassifierDiscriminant FunctionsLinear Classification
Formal & Physical Sciences AI — Models & Research
EN

Lect 12 ML Bayes Decision considering Losses

Artificial Neural Networks and Machine Learning
40 min
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Bayes Decision TheoryLoss FunctionsRisk Minimization
Formal & Physical Sciences AI — Models & Research
EN

Lect 11 WTA cntd 2021 09 07 at 02 32 GMT 7

Artificial Neural Networks and Machine Learning
44 min
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Winner-Take-AllCompetitive-LearningClustering
Formal & Physical Sciences AI — Models & Research
EN

Lect 11 ML Bayes Problem

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ☆ ☆ 3/5
Bayes TheoremClassificationPosterior Probability
Formal & Physical Sciences AI — Models & Research
EN

Lect 09 Regression and Intro Probability

Artificial Neural Networks and Machine Learning
45 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionGradient DescentProbability
Formal & Physical Sciences AI — Models & Research
EN

32 ML MarkovChain

Artificial Neural Networks and Machine Learning
41 min
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Markov ChainHidden Markov ModelProbability
Formal & Physical Sciences AI — Models & Research
EN

31 ml kmeans clustering

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ☆ ☆ 3/5
K-MeansClusteringUnsupervised Learning
Formal & Physical Sciences AI — Models & Research
EN

29 ml Decision Tree

Artificial Neural Networks and Machine Learning
55 min
★ ★ ★ ☆ ☆ 3/5
Decision TreeID3Entropy
Formal & Physical Sciences AI — Models & Research
EN

28 ml DT 04

Artificial Neural Networks and Machine Learning
45 min
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Decision TreesID3Entropy
Formal & Physical Sciences AI — Models & Research
EN

25 ml Decision Tree 01

Artificial Neural Networks and Machine Learning
41 min
★ ★ ★ ☆ ☆ 3/5
Machine LearningDecision TreesKNN
Formal & Physical Sciences AI — Models & Research
EN

22 ml PNN

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ☆ ☆ 3/5
Parzen WindowsProbabilistic Neural NetworksPattern Recognition
Formal & Physical Sciences AI — Models & Research
EN

05 Regression 2

Artificial Neural Networks and Machine Learning
41 min
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Linear RegressionNormal EquationMultivariate Regression
Formal & Physical Sciences AI — Models & Research
EN

04 ML regression 03

Artificial Neural Networks and Machine Learning
41 min
★ ★ ★ ☆ ☆ 3/5
Formal & Physical Sciences AI — Models & Research
EN

03 ML Regression

Artificial Neural Networks and Machine Learning
44 min
★ ★ ★ ★ ☆ 4/5
RegressionMachine LearningOrdinary Least Squares