AI — Models & Research

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lect 19 naive bayes
Formal & Physical Sciences AI — Models & Research
EN

lect 19 naive bayes

Artificial Neural Networks and Machine Learning
32 min
★ ★ ★ ★ ☆ 4/5
Naive BayesMachine LearningClassification
Lect 18 ML ROC
Formal & Physical Sciences AI — Models & Research
EN

Lect 18 ML ROC

Artificial Neural Networks and Machine Learning
34 min
★ ★ ★ ★ ☆ 4/5
ROC CurveBinary ClassificationThreshold
Lect 17 ML Covariance Matrix and ROC
Formal & Physical Sciences AI — Models & Research
EN

Lect 17 ML Covariance Matrix and ROC

Artificial Neural Networks and Machine Learning
27 min
★ ★ ★ ☆ ☆ 3/5
Covariance MatrixROC CurvePattern Recognition
33 ml HMM
Formal & Physical Sciences AI — Models & Research
EN

33 ml HMM

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ☆ ☆ 3/5
Hidden Markov ModelsForward AlgorithmEvaluation Problem
32 ML MarkovChain
Formal & Physical Sciences AI — Models & Research
EN

32 ML MarkovChain

Artificial Neural Networks and Machine Learning
41 min
★ ★ ★ ☆ ☆ 3/5
Markov ChainsHidden Markov ModelsProbability
31 ml kmeans clustering
Formal & Physical Sciences AI — Models & Research
EN

31 ml kmeans clustering

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ☆ ☆ 3/5
K-MeansClusteringUnsupervised Learning
Lecture 10 ML
Formal & Physical Sciences AI — Models & Research
EN

Lecture 10 ML

Artificial Neural Networks and Machine Learning
32 min
★ ★ ★ ★ ☆ 4/5
Bayes TheoremMachine LearningConditional Probability
Lect 16 ML Discriminant III
Formal & Physical Sciences AI — Models & Research
EN

Lect 16 ML Discriminant III

Artificial Neural Networks and Machine Learning
37 min
★ ★ ★ ★ ☆ 4/5
Discriminant AnalysisBayes ClassifierGaussian Distribution
Lect 15 ML Dicscriminant II
Formal & Physical Sciences AI — Models & Research
EN

Lect 15 ML Dicscriminant II

Artificial Neural Networks and Machine Learning
47 min
★ ★ ★ ★ ☆ 4/5
Discriminant AnalysisBayes TheoremDecision Boundaries
Lect 14 ML Discriminant
Formal & Physical Sciences AI — Models & Research
EN

Lect 14 ML Discriminant

Artificial Neural Networks and Machine Learning
57 min
★ ★ ★ ★ ☆ 4/5
Discriminant AnalysisBayesian Decision TheoryGaussian Distribution
Lect 13 ML Risk Problem
Formal & Physical Sciences AI — Models & Research
EN

Lect 13 ML Risk Problem

Artificial Neural Networks and Machine Learning
16 min
★ ★ ★ ★ ☆ 4/5
Bayesian Decision TheoryClassificationRisk Minimization
Lect 12 ML Risk
Formal & Physical Sciences AI — Models & Research
EN

Lect 12 ML Risk

Artificial Neural Networks and Machine Learning
40 min
★ ★ ★ ★ ☆ 4/5
Bayesian Decision TheoryRisk MinimizationPattern Recognition
Lect 11 ML Bayes ptoblems
Formal & Physical Sciences AI — Models & Research
EN

Lect 11 ML Bayes ptoblems

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ★ ☆ 4/5
Bayes TheoremClassificationParametric Methods
5 Regression 2
Formal & Physical Sciences AI — Models & Research
EN

5 Regression 2

Artificial Neural Networks and Machine Learning
41 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionMultivariate RegressionNormal Equation
4 ML regression 03
Formal & Physical Sciences AI — Models & Research
EN

4 ML regression 03

Artificial Neural Networks and Machine Learning
41 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionOrdinary Least SquaresMachine Learning
23 ml KNN estimate
Formal & Physical Sciences AI — Models & Research
EN

23 ml KNN estimate

Artificial Neural Networks and Machine Learning
47 min
★ ★ ★ ★ ☆ 4/5
K-Nearest NeighborsDensity EstimationPattern Recognition
22 ml PNN
Formal & Physical Sciences AI — Models & Research
EN

22 ml PNN

Artificial Neural Networks and Machine Learning
42 min
★ ★ ★ ★ ☆ 4/5
Probabilistic Neural NetworkParzen WindowPattern Classification
21 ml parzen
Formal & Physical Sciences AI — Models & Research
EN

21 ml parzen

Artificial Neural Networks and Machine Learning
44 min
★ ★ ★ ★ ☆ 4/5
Parzen WindowDensity EstimationNon-Parametric
20 ML Non Parametric
Formal & Physical Sciences AI — Models & Research
EN

20 ML Non Parametric

Artificial Neural Networks and Machine Learning
28 min
★ ★ ★ ☆ ☆ 3/5
Non-Parametric MethodsDensity EstimationParzen Windows
20 ML Non Parametric
Formal & Physical Sciences AI — Models & Research
EN

20 ML Non Parametric

Artificial Neural Networks and Machine Learning
27 min
★ ★ ★ ☆ ☆ 3/5
Non-ParametricDensity EstimationParzen Window
03 ML Regression
Formal & Physical Sciences AI — Models & Research
EN

03 ML Regression

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