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  2. Machine Learning 4f13 Lent 2009

    https://mlg.eng.cam.ac.uk/teaching/4f13/0809/
    19 Nov 2023: Download a few demo matlab scripts showing different sampling methods.
  3. NIPS Tutorial 1999

    https://mlg.eng.cam.ac.uk/zoubin/NIPStutorial.html
    27 Jan 2023: Download Tutorial Slides: [Abstract: Many of the methods used for clustering, dimensionality reduction, source separation, time series modeling, and other classical problems in unsupervised data modeling are closely related to each
  4. Machine Learning 4f13 Lent 2011

    https://mlg.eng.cam.ac.uk/teaching/4f13/1011/
    19 Nov 2023: Download a few demo matlab scripts showing different sampling methods.
  5. Assignment 4: Latent Variable Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/asst4.pdf
    27 Jan 2023: 1. Download the data file called geyser.txt from the course web site. ... 2. Download the data file called data1.txt from the course web site.
  6. Machine Learning 4f13 Lent 2010

    https://mlg.eng.cam.ac.uk/teaching/4f13/0910/
    19 Nov 2023: Download a few demo matlab scripts showing different sampling methods.
  7. Assignment 3: Comparing Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course05/asst3geyser.pdf
    27 Jan 2023: 1. Download the data file called geyser.txt from the course web site. ... 2. Download the data file called data1.txt from the course web site.
  8. Assignment 3: Comparing Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course04/asst3geyser.pdf
    27 Jan 2023: 1. Download the data file called geyser.txt from the course web site. ... 2. Download the data file called data1.txt from the course web site.
  9. Homework 3: Part I Statistical Approaches to Learning and ...

    https://mlg.eng.cam.ac.uk/zoubin/SALD/HW3-1.pdf
    27 Jan 2023: Prove your theorem. 2. Download the data file called geyser.txt from the course web site.
  10. Assignment 3: Latent Variable Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/asst3em.pdf
    27 Jan 2023: Hint:maximise the log posterior with respect to p. Download the data set binarydigits.txt which contains N = 100 images with D = 64pixels each, in an N D matrix.
  11. Assignment 2: Latent Variable Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course04/asst2em.pdf
    27 Jan 2023: Hint:. maximise the log posterior with respect to p. Download the data set binarydigits.txt which contains N = 100 images with D = 64pixels each, in an ND matrix.

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