IAML Lecture Video Capture

Course Website

To copy a given lecture, click on the 'Download' link below to save on your machine. Note that these files are on the order of 300-400Mb. For streaming play, click on the desired date in the table at the right of the player below. The FS button goes to fullscreen (Esc restores the windows). You can navigate inside the movie by dragging the play marker. Adjust the volume by clicking on the bar position to the left of FS.

Click the FS button on the video player control bar for full screen

WeekDateDownload URLTopicComment
116/Sep/13 Download Introductionn, mathematical preliminaries, Basic Probability and EstimationVideo/Audio/Slides fine.
230/Sep/13 Download Thinking about Data, Naive Bayes ClassificationVideo/Audio/Slides fine.
303/Oct/13 Download Naive Bayes ClassificationVideo/Audio/Slides fine.
407/Oct/13 Download Generalization, overfitting and evaluationVideo/Audio fine, No Slides.
514/Oct/13 Download Nearest neighbor method, Linear regressionVideo/Audio/Slides fine.
617/Oct/13 Download Logistic regressionVideo/Audio/Slides fine.
721/Oct/13 Download Perceptrons, optimisationVideo/Audio/Slides fine.
828/Oct/13 Download Support vector machines part I, RegularizationVideo/Audio/Slides fine.
904/Nov/13 Download Support vector machines part II, K-means clusteringVideo/Audio/Slides fine.

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