IAPR

Statistical Pattern Recognition: Course Lengths



This page provides an overview of the number of hours of lecture content that typically devoted to different topics, based on a survey of wide range of courses related to various aspects of statistical pattern recognition, taken from a broad spectrum of universities around the world. The table below allows the distribution of course hours to be viewed for both high-level topics and their specific subtopics. In each case, a pie chart illustrating the proportion of courses covering a given topic can be viewed, together with a histogram showing the range of hours spent on that topic, which is followed by a list of links to specific courses covering the topic.

Topics Covered
(Click on the book icon to view subtopics)
Hours Covered on Average
(Click on the + symbol for detailed breakdown)
imageimageFeature Selection/Extraction
imageimage2.6 Hours.
imageimage
4.6 hours
4.36 hours
3.38 hours
2.62 hours
2.5 hours
2.35 hours
2.19 hours
1.81 hours
1.65 hours
1.22 hours
0.52 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageData Preprocessing/normalisation
imageimage0.7 Hours.
imageimage
1.15 hours
1.05 hours
0.35 hours
0.18 hours
0.09 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageIndependent Components Analysis
imageimage0.7 Hours.
imageimage
0.72 hours
0.27 hours
Topic covered (hours unknown)
imageimageDimensionality Reduction
imageimage2.1 Hours.
imageimage
3.93 hours
2.81 hours
2.56 hours
2.5 hours
2.15 hours
1.61 hours
1.38 hours
1.16 hours
1.12 hours
0.79 hours
0.52 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imagePrincipal Components Analysis
imageimage0.8 Hours.
imageimage
1.28 hours
1.25 hours
0.81 hours
0.69 hours
0.6 hours
0.57 hours
0.56 hours
0.46 hours
0.43 hours
0.27 hours
0.27 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageLinear Discriminant Analysis
imageimage0.9 Hours.
imageimage
1.55 hours
1.28 hours
1.25 hours
1.15 hours
0.69 hours
0.59 hours
0.56 hours
0.25 hours
0.22 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMultidimensional scaling
imageimage0.2 Hours.
imageimage
0.2 hours
0.13 hours
imageFeature Selection
imageimage1.0 Hours.
imageimage
2.0 hours
1.84 hours
0.75 hours
0.18 hours
0.08 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageDealing with missing features
imageimage0.5 Hours.
imageimage
0.34 hours
0.1 hours
Topic covered (hours unknown)
imageImage Processing
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
Topic covered (hours unknown)
imageShape Representation
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageClustering
imageimage2.2 Hours.
imageimage
5.26 hours
3.83 hours
2.9 hours
2.6 hours
2.47 hours
2.01 hours
1.33 hours
1.26 hours
0.56 hours
0.44 hours
0.21 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageSimilarity Measures/Clustering Criteria
imageimage0.7 Hours.
imageimage
1.88 hours
1.18 hours
0.44 hours
0.44 hours
0.3 hours
0.29 hours
0.1 hours
Topic covered (hours unknown)
imageK-Means Clustering
imageimage0.6 Hours.
imageimage
0.98 hours
0.85 hours
0.75 hours
0.67 hours
0.56 hours
0.44 hours
0.39 hours
0.29 hours
0.19 hours
0.14 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageHierarchical Clustering
imageimage0.6 Hours.
imageimage
1.13 hours
1.08 hours
0.57 hours
0.55 hours
0.38 hours
0.38 hours
0.19 hours
0.07 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageGraph-Based Clustering
imageimage0.7 Hours.
imageimage
1.33 hours
1.25 hours
0.2 hours
0.1 hours
0.09 hours
Topic covered (hours unknown)
imageCluster Validity Measures
imageimage0.4 Hours.
imageimage
0.98 hours
0.3 hours
0.2 hours
0.03 hours
imageCompetitive Learning/SOMs
imageimage0.8 Hours.
imageimage
0.75 hours
0.5 hours
Topic covered (hours unknown)
imageFuzzy Clustering
imageimage0.5 Hours.
imageimage
1.0 hours
0.75 hours
0.33 hours
0.19 hours
0.03 hours
Topic covered (hours unknown)
imageVector Quantization
imageimage0.6 Hours.
imageimage
0.75 hours
0.11 hours
Topic covered (hours unknown)
imageimageDecision Theory
imageimage2.3 Hours.
imageimage
4.36 hours
2.91 hours
2.87 hours
2.12 hours
2.01 hours
1.91 hours
1.75 hours
0.92 hours
0.68 hours
0.6 hours
0.12 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageBayesian Decision theory
imageimage0.7 Hours.
imageimage
1.13 hours
1.06 hours
0.93 hours
0.63 hours
0.6 hours
0.48 hours
0.24 hours
0.21 hours
0.2 hours
0.14 hours
0.08 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageDiscriminant Functions
imageimage0.9 Hours.
imageimage
2.04 hours
1.15 hours
1.13 hours
1.04 hours
1.04 hours
0.86 hours
0.58 hours
0.16 hours
0.1 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageError Estimation/Bayes Error
imageimage0.9 Hours.
imageimage
1.12 hours
0.88 hours
0.62 hours
0.56 hours
0.52 hours
0.29 hours
0.25 hours
0.15 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageChernoff's Bound
imageimage0.4 Hours.
imageimage
0.29 hours
0.14 hours
0.13 hours
0.05 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageBhattacharyya Coefficient
imageimage0.2 Hours.
imageimage
0.43 hours
0.14 hours
0.06 hours
imageMinimum error-rate classification
imageimage0.6 Hours.
imageimage
0.91 hours
0.9 hours
0.35 hours
0.29 hours
0.25 hours
0.24 hours
0.2 hours
0.14 hours
0.04 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageBayes Risk/Minimum risk classification
imageimage0.6 Hours.
imageimage
0.79 hours
0.69 hours
0.55 hours
0.52 hours
0.43 hours
0.38 hours
0.38 hours
0.35 hours
0.04 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageGeneral concepts
imageimage3.0 Hours.
imageimage
6.04 hours
6.02 hours
5.27 hours
5.15 hours
4.06 hours
3.22 hours
3.21 hours
2.66 hours
2.01 hours
1.91 hours
1.31 hours
1.3 hours
1.0 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageIntro/Overview/Applications
imageimage1.4 Hours.
imageimage
4.76 hours
3.83 hours
2.66 hours
2.0 hours
1.25 hours
1.15 hours
1.0 hours
1.0 hours
1.0 hours
0.63 hours
0.58 hours
0.14 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageROC Curves/Classifier performance estimation
imageimage0.6 Hours.
imageimage
0.71 hours
0.21 hours
0.21 hours
0.19 hours
0.19 hours
0.17 hours
0.16 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageGaussian Distribution
imageimage0.6 Hours.
imageimage
0.63 hours
0.52 hours
0.5 hours
0.48 hours
0.44 hours
0.43 hours
0.43 hours
0.27 hours
0.25 hours
0.15 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageSufficient Statistics
imageimage0.6 Hours.
imageimage
0.22 hours
0.11 hours
0.06 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageDistance measures
imageimage0.6 Hours.
imageimage
1.05 hours
1.0 hours
0.44 hours
0.19 hours
0.09 hours
Topic covered (hours unknown)
imageImportant Distributions
imageimage0.5 Hours.
imageimage
0.74 hours
0.17 hours
imageCurse of Dimensionality
imageimage0.7 Hours.
imageimage
2.24 hours
1.04 hours
0.63 hours
0.53 hours
0.2 hours
0.16 hours
0.12 hours
0.08 hours
Topic covered (hours unknown)
imageClassifier Confidence
imageimage0.5 Hours.
imageimage
1.0 hours
0.04 hours
imageGenerative-vs-Discriminative
imageimage0.4 Hours.
imageimage
0.52 hours
0.25 hours
imageKL Divergence
imageimage0.1 Hours.
imageimage
0.14 hours
imageProbability Theory/Statistics Review
imageimage0.7 Hours.
imageimage
1.0 hours
0.86 hours
0.72 hours
0.34 hours
0.07 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageOptimization
imageimage1.5 Hours.
imageimage
2.88 hours
0.09 hours
imageNaïve Bayes
imageimage0.2 Hours.
imageimage
0.24 hours
imageEstimation of classifiability/separability
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageimageDecision Boundaries
imageimage5.0 Hours.
imageimage
9.69 hours
9.41 hours
7.33 hours
6.82 hours
6.0 hours
5.92 hours
5.07 hours
4.67 hours
4.44 hours
2.68 hours
2.4 hours
2.16 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageLinear Discriminants
imageimage2.3 Hours.
imageimage
3.75 hours
3.52 hours
3.5 hours
3.0 hours
1.67 hours
1.61 hours
1.51 hours
1.28 hours
1.25 hours
0.69 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imagePerceptron Learning
imageimage0.7 Hours.
imageimage
1.25 hours
1.0 hours
0.75 hours
0.69 hours
0.49 hours
0.45 hours
0.17 hours
0.08 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMinimum Squared Error
imageimage0.6 Hours.
imageimage
1.25 hours
1.0 hours
0.38 hours
0.29 hours
0.15 hours
0.13 hours
0.1 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageQuadratic Discriminant Functions
imageimage0.4 Hours.
imageimage
0.24 hours
0.09 hours
0.09 hours
Topic covered (hours unknown)
imageSupport Vector Machine
imageimage1.4 Hours.
imageimage
3.0 hours
2.5 hours
2.5 hours
2.08 hours
2.0 hours
1.83 hours
1.09 hours
1.0 hours
0.95 hours
0.83 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageRelevance Vector Machine
imageimage0.5 Hours.
imageimage
0.8 hours
0.67 hours
0.17 hours
imagek-Nearest Neighbour Rule
imageimage0.8 Hours.
imageimage
1.74 hours
1.08 hours
1.0 hours
1.0 hours
0.47 hours
0.39 hours
0.38 hours
0.18 hours
0.06 hours
0.06 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageDecision Trees
imageimage1.2 Hours.
imageimage
3.0 hours
2.0 hours
1.84 hours
1.0 hours
0.69 hours
0.28 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageNeural networks
imageimage2.0 Hours.
imageimage
3.98 hours
3.53 hours
2.1 hours
2.0 hours
1.23 hours
0.93 hours
0.56 hours
0.5 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMultilayer Perceptron
imageimage1.0 Hours.
imageimage
1.5 hours
1.23 hours
0.93 hours
0.79 hours
0.56 hours
0.5 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageRadial Basis Networks
imageimage1.6 Hours.
imageimage
1.56 hours
imageBackpropogation Algorithm
imageimage0.9 Hours.
imageimage
1.2 hours
1.07 hours
1.04 hours
0.53 hours
0.5 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageParameter Estimation/Learning
imageimage3.7 Hours.
imageimage
9.32 hours
6.13 hours
5.72 hours
5.38 hours
4.71 hours
4.63 hours
4.58 hours
4.52 hours
3.61 hours
3.21 hours
3.07 hours
2.03 hours
1.24 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMaximum Likelihood
imageimage0.9 Hours.
imageimage
1.5 hours
1.38 hours
1.29 hours
1.25 hours
1.15 hours
1.12 hours
1.0 hours
0.89 hours
0.75 hours
0.43 hours
0.42 hours
0.27 hours
0.24 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMaximum a Posteriori / Bayesian
imageimage1.2 Hours.
imageimage
3.55 hours
2.45 hours
1.71 hours
1.28 hours
1.25 hours
1.0 hours
1.0 hours
0.88 hours
0.85 hours
0.83 hours
0.57 hours
0.43 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageExpectation Maximisation
imageimage1.0 Hours.
imageimage
2.3 hours
1.75 hours
1.36 hours
1.11 hours
1.08 hours
0.89 hours
0.85 hours
0.71 hours
0.68 hours
0.52 hours
0.44 hours
0.27 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMarkov Chain Monte Carlo
imageimage1.0 Hours.
imageimage
1.33 hours
1.0 hours
0.92 hours
0.88 hours
imageVariational Methods
imageimage1.5 Hours.
imageimage
2.66 hours
0.92 hours
0.88 hours
imageEvolutionary Methods
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageBias/Variance/Model Complexity Selection/Regularization/Overfitting
imageimage1.0 Hours.
imageimage
2.0 hours
1.62 hours
1.0 hours
0.86 hours
0.75 hours
0.7 hours
0.57 hours
0.34 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMaximum Entropy Estimation
imageimage0.3 Hours.
imageimage
0.27 hours
imageMaximum Mutual Information
imageimage1.0 Hours.
imageimage
1.0 hours
imageimageDensity Estimation
imageimage1.8 Hours.
imageimage
3.84 hours
2.84 hours
2.5 hours
1.88 hours
1.36 hours
1.35 hours
1.0 hours
1.0 hours
0.73 hours
0.61 hours
0.42 hours
0.14 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imagek-Nearest Neighbours
imageimage0.7 Hours.
imageimage
1.25 hours
1.1 hours
0.42 hours
0.37 hours
0.27 hours
0.2 hours
0.18 hours
0.13 hours
0.05 hours
0.04 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageVector Quantization-based Density Estimation
imageimage0.7 Hours.
imageimage
0.38 hours
Topic covered (hours unknown)
imageParzen windows/Kernel Density Estimation
imageimage0.9 Hours.
imageimage
2.19 hours
1.25 hours
1.08 hours
0.98 hours
0.82 hours
0.6 hours
0.55 hours
0.51 hours
0.22 hours
0.07 hours
0.04 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageHistogram-based density estimation
imageimage0.5 Hours.
imageimage
0.55 hours
0.36 hours
0.27 hours
0.2 hours
0.07 hours
0.06 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageGaussian Mixture Models
imageimage0.5 Hours.
imageimage
1.53 hours
0.89 hours
0.78 hours
0.33 hours
0.29 hours
0.29 hours
0.14 hours
0.12 hours
0.08 hours
0.07 hours
0.04 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageBayesian Belief Networks/Graphical Models
imageimage2.3 Hours.
imageimage
7.09 hours
3.5 hours
2.3 hours
1.83 hours
1.7 hours
1.0 hours
1.0 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageClassifier Combination
imageimage1.1 Hours.
imageimage
3.84 hours
1.0 hours
0.9 hours
0.67 hours
0.54 hours
0.3 hours
0.25 hours
0.1 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageClassifier Ensembles/Mixture of Experts
imageimage0.6 Hours.
imageimage
1.0 hours
0.9 hours
0.67 hours
0.54 hours
0.3 hours
0.25 hours
0.1 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageBoosting/Bagging
imageimage0.9 Hours.
imageimage
1.52 hours
1.25 hours
1.03 hours
1.0 hours
1.0 hours
0.56 hours
0.5 hours
0.4 hours
0.17 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageSequential/Contextual Pattern Recognition
imageimage1.3 Hours.
imageimage
2.66 hours
1.75 hours
1.0 hours
0.64 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMarkov models
imageimage0.9 Hours.
imageimage
0.64 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageMarkov Random Fields
imageimage1.8 Hours.
imageimage
2.66 hours
1.75 hours
1.0 hours
imageHidden Markov Models
imageimage1.3 Hours.
imageimage
2.36 hours
2.13 hours
1.83 hours
1.33 hours
0.48 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageimageApplications
imageimage3.2 Hours.
imageimage
7.89 hours
2.66 hours
2.63 hours
1.0 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageFace recognition
imageimage1.1 Hours.
imageimage
1.75 hours
0.63 hours
Topic covered (hours unknown)
imageHand-writing recognition
imageimage1.5 Hours.
imageimage
2.0 hours
Topic covered (hours unknown)
imageColor-Based Skin Detection in Images
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageFace detection
imageimage1.4 Hours.
imageimage
1.75 hours
Topic covered (hours unknown)
imageRobot Juggling Using Locally-Weighted Regression
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageDocument image analysis
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageFingerprint identification
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageObject Tracking
imageimage1.8 Hours.
imageimage
2.63 hours
Topic covered (hours unknown)
imageBrain MR Image Segmentation
imageimage0.9 Hours.
imageimage
0.88 hours
imageHuman Pose Estimation
imageimage0.9 Hours.
imageimage
0.88 hours
imageSpeech recognition
imageimage1.0 Hours.
imageimage
1.0 hours
imagevisual analysis of art
imageimage2.7 Hours.
imageimage
2.66 hours
imageMusic information retrieval
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageimageTheoretical Concepts
imageimage1.2 Hours.
imageimage
1.92 hours
1.5 hours
1.25 hours
1.0 hours
0.24 hours
0.18 hours
0.17 hours
0.16 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
Topic covered (hours unknown)
imageNo free lunch theorem
imageimage0.8 Hours.
imageimage
1.92 hours
1.0 hours
0.5 hours
0.24 hours
0.16 hours
Topic covered (hours unknown)
imageVC Dimension/inequality
imageimage0.7 Hours.
imageimage
1.25 hours
0.18 hours
0.17 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imagePAC Learning
imageimage1.0 Hours.
imageimage
1.0 hours
Topic covered (hours unknown)
Topic covered (hours unknown)
imageStatistical learning theory
imageimage1.0 Hours.
imageimage
Topic covered (hours unknown)
imageimageMisc other areas
imageimage1.5 Hours.
imageimage
2.0 hours
2.0 hours
1.5 hours
1.0 hours
Topic covered (hours unknown)
imageReinforcement Learning
imageimage1.0 Hours.
imageimage
1.5 hours
1.0 hours
0.5 hours
Topic covered (hours unknown)
imageSemi-supervised Learning
imageimage0.8 Hours.
imageimage
2.0 hours
0.5 hours
0.04 hours
imageParticle filters
imageimage1.0 Hours.
imageimage
1.0 hours
imageLinear Regression
imageimage1.8 Hours.
imageimage
1.75 hours