11e Machine Learning: Markov Chain Monte Carlo

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  • Опубліковано 6 лют 2025

КОМЕНТАРІ • 61

  • @omidgeysar7680
    @omidgeysar7680 4 роки тому +51

    The best presentation one could possibly provide for MCMC👏👏👏

  • @amitojha3506
    @amitojha3506 3 роки тому +2

    Hi Michael. I am a Data Science professional.. I am recovering from Covid... I find your lectures very engaging and they have increased my interest in Bayesian Methods...

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  3 роки тому

      I'm stoked to hear this, Amit! Thank you. All the best for a speedy recovery and for an amazing journey in Bayesian methods! Michael

  • @mehdirashidi3330
    @mehdirashidi3330 4 роки тому +3

    You are clear, to the point, and simply effective. Thanks for being there for us!

  • @talstol6009
    @talstol6009 3 роки тому +1

    Great lecture, I had been searching for a good MCMC video for a day, and have finally found one. Thanks!

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  3 роки тому

      Howdy Tal, I'm stoked to hear that my content is helpful! All the best, Michael

  • @abdulmuq
    @abdulmuq 3 роки тому +1

    I did a whole Masters in Econometrics, and actually did quite well and hope to go back in the future for a PhD. However, I went through my whole Masters, 4 years since working in the DS industry without TRULY understanding the real concept of MCMC. Until now. Thank you so much, this was so beautifully explained!

  • @roxanedebruyker2591
    @roxanedebruyker2591 Рік тому

    Thank you very much for so clear explanations. Until here, I did not understand either MCMC or the concepts behind Bayesian linear regression and it feels way way clearer now!

  • @Alejandra-jq4xf
    @Alejandra-jq4xf 4 роки тому +1

    Best explanation I've seen so far. You made it easy.

  • @flamingxombie
    @flamingxombie 3 місяці тому

    I just turned on your channel for some entertainment while having dinner. Great explanation, and even better - you have such an inspiring web page. Thank you, Mike! My excuse to learn statistics is to get my hands dirty with some equations. Its very slow going, but now I am about to start problems in chapter 3 of BDA (multi parameter models).

  • @fisherpeace560
    @fisherpeace560 3 роки тому

    Just found out Prof. Pyrcz is Canadian, and in my opinion, the Canadian accent is the best English accent for non-native speakers to comprehend, thanks

  • @chrispagnotta821
    @chrispagnotta821 3 роки тому +1

    Great lectures, I find these are very helpful to understand the concepts instead of getting caught up in the math details

  • @ziqizhang1925
    @ziqizhang1925 4 роки тому +1

    Most clear explanation of MCMC!

  • @lewismambo8043
    @lewismambo8043 3 роки тому

    Thank you very much Professor Mike. Your presentation is very clear and useful.

  • @xiaomengyuan2169
    @xiaomengyuan2169 4 роки тому +2

    Great video! I love the graphic illustration.

  • @nksh19
    @nksh19 4 роки тому +5

    so glad that i found your channel! Thank you for all the uploads!...It would be great if there would also be video about multipoint geostats or training images! :D

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  4 роки тому +3

      Check out ua-cam.com/video/vd3A7RLVzA4/v-deo.html. Very basic, more should be added!

  • @franciszekadamski991
    @franciszekadamski991 4 роки тому

    Sir. I stuck with this subject for weeks. I was tying to catch the idea but was not easy for me. Sir, you have this uniqe thing to explain complex stuff. All the best for you!

  • @humptydumpty505
    @humptydumpty505 2 роки тому

    This was awesome and very intuitive. Thanks!

  • @mikhailm2927
    @mikhailm2927 4 роки тому +1

    Brilliant, love your work.

  • @_ali_eb2087
    @_ali_eb2087 Рік тому

    thank you very much. I enjoyed your interesting presentation.

  • @sankarshanmridha
    @sankarshanmridha 5 років тому

    Very clear and concise explanation.

  • @ShyamSunder-vs6vx
    @ShyamSunder-vs6vx 4 роки тому +2

    Great! very insightful and so felicitously explained. Thanks

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  4 роки тому

      Thank you, Shyam! I had to look up the definition for 'felicitously'! Cool!

  • @nilsfunk3875
    @nilsfunk3875 4 роки тому +2

    That was an amazing class!

  • @sarahlee6976
    @sarahlee6976 15 днів тому

    Hi Michael, I just started an MPhil in mathematical sciences (bayesian stats) and am so interested in your videos

  • @yuuniverse4444
    @yuuniverse4444 2 роки тому

    Thank you. Very good instructions!

  • @vincentzhang3670
    @vincentzhang3670 2 роки тому

    It is very helpful! Thank you.

  • @vincenttseng7467
    @vincenttseng7467 4 роки тому +1

    Thank you for the very clear explanation!!

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  4 роки тому

      Thank you Vincent, I'm glad to hear that the content is useful!

  • @joseramonv.villatuya2108
    @joseramonv.villatuya2108 4 роки тому

    Great demonstration. Thanks.

  • @parthasarathimukherjee7020
    @parthasarathimukherjee7020 5 років тому

    Thanks for the video, very nicely explained!

  • @WahranRai
    @WahranRai 4 роки тому +2

    15:00 algorithm not coherent !
    the beta vector has m+1 components, in the algo you took only beta0 and beta1, why (mistake?)

  • @yechiavii
    @yechiavii 4 роки тому +1

    CLEAR! thank you

  • @peerajak
    @peerajak 3 роки тому

    Thank you Prof.

  • @amirkhoutir2649
    @amirkhoutir2649 2 роки тому

    thank you for sharing knowledge

  • @kanshilovelace7003
    @kanshilovelace7003 4 роки тому

    Great talk, thank you it's really helpful.

  • @BrandonSLockey
    @BrandonSLockey 4 роки тому +1

    niiiiiiice explanation dude

  • @Mmmm57843
    @Mmmm57843 Рік тому

    Howdy, let me just say that your content is mesmerizing. I've been working on MCMC for seismic inversion on Python and would love to get your two cents on the subject. Also, could you talk about the no U-turn sampler?

  • @subhajyotisaha1020
    @subhajyotisaha1020 3 роки тому

    Respected SIr, Thanks you very much for providing such lectures. Is it possible to somehow share the slides?

  • @wellsitegeologist
    @wellsitegeologist 4 роки тому +1

    Thank you very much the clear explanation

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  4 роки тому

      My goal is to make this content accessible! I'm glad to hear this!

  • @musiknation7218
    @musiknation7218 Рік тому

    Do we require the Transition probability matrix for this

  • @ahmedabbas2595
    @ahmedabbas2595 4 роки тому

    This is so helpful, thank you!

  • @DoctorRAZ
    @DoctorRAZ 3 роки тому

    Wonderful. Thank you!

  • @송예은-h7b
    @송예은-h7b 4 роки тому

    great explanation. thanks!

  • @shafqat1138
    @shafqat1138 2 роки тому

    Hi Professor, are you able to explain how we calculated P(S) = 0.833 and P(R) = 0.167?
    Thank you so much!

  • @mongoslade2789
    @mongoslade2789 3 роки тому

    Thank you!

  • @dylanr8347
    @dylanr8347 3 роки тому

    amazing explanation thanks

  • @delmarsunrise9765
    @delmarsunrise9765 3 роки тому

    For Monte Carlo example (ratio of triangle area to a box area), after creating X and Y samples, how do you pair them together to check the positions in or out?

  • @shamsuddeenidrisyaradua4302
    @shamsuddeenidrisyaradua4302 2 роки тому

    Sir I need a comprehensive lecture on Regression kriging and Poisson Kriging model

  • @ghedagheda4170
    @ghedagheda4170 4 роки тому

    Please i want to ask you what is the different between MBK and EBK in arcgis

  • @filipschlembach9388
    @filipschlembach9388 4 роки тому +1

    Thank you! :)

  • @kwakupopsy3939
    @kwakupopsy3939 4 роки тому +1

    Is this a machine learning algorithm? or can it be classified as an artificial intelligence method?

    • @GeostatsGuyLectures
      @GeostatsGuyLectures  4 роки тому +1

      Here's the definitions that I use: ua-cam.com/video/9P4S0Wh4cho/v-deo.html. Hope this helps!

  • @khalidifzarene8351
    @khalidifzarene8351 3 роки тому

    👍👍

  • @johnhausmann2391
    @johnhausmann2391 2 роки тому

    good content, too bad you've been using your considerable intellect to benefit big oil. Yuck. What a waste.

  • @akilimali8726
    @akilimali8726 3 роки тому

    Too abstract, try to give more real life examples...