Unsupervised Machine Learning – Hierarchical Clustering with Mean Shift Scikit-learn and Python




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This machine learning tutorial covers unsupervised learning with Hierarchical clustering. This is clustering where we allow the machine to determine how many categories to cluster the unlabeled data into.

sample code: http://pythonprogramming.net

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Comment List

  • sentdex
    December 10, 2020

    Hi when I am trying to fit using "ms.fit(X)" it is giving me an error saying fit() missing 1 required positional argument: 'X'

  • sentdex
    December 10, 2020

    I am not getting make_blobs. How to solve this issue

  • sentdex
    December 10, 2020

    28 down. thanks for the series.

  • sentdex
    December 10, 2020

    it is possible in single class or one class classification.
    k=1 cluster
    but i have a three data (irisdata)

  • sentdex
    December 10, 2020

    Ha! You got a chair!

  • sentdex
    December 10, 2020

    when u refer to previous vid plz include link, its difficult to find such stuff sometimes, especially YT without well-made playlist, some instructors have a nice playlist on the right, other than that ns teacher – cool guy and all kept simple despite the subject, so the dataset is make blobs some kind of organisms righ?

  • sentdex
    December 10, 2020

    thanks a lot for your video,,, great,,,,

  • sentdex
    December 10, 2020

    hahaahaha someting wong. 🙂

  • sentdex
    December 10, 2020

    Thanks for your efforts for sharing your knowledge with us.

  • sentdex
    December 10, 2020

    I do not see drones hanging, but I do see dog chilling in bed.

  • sentdex
    December 10, 2020

    South Africa here…Tanks so much, you don't realise how many people you are helping. YOU ARE AN UNSUNG HERO of machine learning Jedi-Mentors

  • sentdex
    December 10, 2020

    Hello I want to apply unsupervised learning to a random data I generated. Basically there are two data generated , one malicious and another honest, just binary random numbers, without label. How do I approach this problem

  • sentdex
    December 10, 2020

    Great introduction of MeanShift – thanks man!

  • sentdex
    December 10, 2020

    I been changing some values and a lot of times i get 1 cluster. Let's suppose that is user data, that means that i can treat all of them as the same?(because they are in the same cluster) or is more likely that the there is not enough data or something wrong with the data?

  • sentdex
    December 10, 2020

    Thanks Sentdex for clear descriptive explainations….I request for clustering using different algorithms such as DBSCAN, Gaussian based with little bigger dataset (10,000 points) (Curse of dimensionality concept)

  • sentdex
    December 10, 2020

    can you help point me to a demo / any material for hierarchical clustering , for text…

  • sentdex
    December 10, 2020

    This is of huge help. Thank you!

  • sentdex
    December 10, 2020

    Watched all of the videos and followed along. Thanks for creating this content!

  • sentdex
    December 10, 2020

    Great videos. How I fit a database with 28 features and 1000 rows e that model?

  • sentdex
    December 10, 2020

    thumbs up for puns and "somting wong" at 9:23

  • sentdex
    December 10, 2020

    thanks for the effort… really good videos..

  • sentdex
    December 10, 2020

    great videos! helped me a lot in what i'm doing for my job 🙂 thanks !

  • sentdex
    December 10, 2020

    Can you help me with something? how can i comunicate with you?

  • sentdex
    December 10, 2020

    you are so intelligent dude!

  • sentdex
    December 10, 2020

    Awesome Sentdex. Very easy to follow.

  • sentdex
    December 10, 2020

    Great video! Do you have a tutorial as to what to use when you have more than 10000 samples?

  • sentdex
    December 10, 2020

    Unsupervised Machine Learning part 3 ?? when u r going to upload.I am really interested in machine learning plz do upload as soon as possible

  • sentdex
    December 10, 2020

    Great Video, super informative. What would be a better unsupervised learning method for sample sizes larger than 10,000?

  • sentdex
    December 10, 2020

    Thank you for all the tutorials on the supervised and unsupervised ML. Looking forward to watching the project-based supervised and semi-supervised ML examples. Will appreciate the finance-oriented examples similar to the those of  supervised ML. Thank you again.

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