Generative Models - The Math of Intelligence #8

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  • Опубликовано: 18 дек 2024

Комментарии • 80

  • @eaglesofmai
    @eaglesofmai 6 лет назад

    This is the best explaination I have seen for LDA. Hats off Siraj. When you explained that the sides with higher PDF is the higher prob. Of the topic it was an eye opener. I have studied advanced stat and ML at Uni but you explainations not only simplify but accurately explain the underlying concepts. Really hats off!

  • @yqueweaaculiao
    @yqueweaaculiao 7 лет назад +12

    How do you manage to be so good on machine learning AND memes at the same time?!!! lol wtf

  • @SterlingRamroach
    @SterlingRamroach 6 лет назад +2

    I've always wanted to make vids like these but PhD work is too time consuming. I'm glad you're out here spreading the joys of ML. GJ!

  • @electrookosh
    @electrookosh 7 лет назад +3

    Hey Siraj! I just got my Master's in CS & ML, and I'm applying to jobs. It's def a hustle to go through cracking dat code interview stuff, and I really appreciated your video on this subject. Thing is, what to do during the data science interviews? How do I prepare? This series couldn't have come at a better time for me, but like, I've specialised in neural networks, and couldn't answer some classical ML questions of the top of my head. Do you have any tips on resources and questions for these types of interviews? I've heard that they're very different company to company, in contrast to an SE position where it's algs & datastructures, OS sometimes and CV stuff sometimes.

  • @masteronepiece6559
    @masteronepiece6559 7 лет назад

    Sir. Raval you're an icon to everyone loves ML .
    All you videos are great and awesome , thanks .

  • @grainfrizz
    @grainfrizz 7 лет назад +11

    Hammad Shaik always wins

  • @kabiroukanlanfeyi6066
    @kabiroukanlanfeyi6066 6 лет назад +1

    Your videos are well-made and well-explained!

  • @GuilhermeNascimento-uv5ng
    @GuilhermeNascimento-uv5ng 7 лет назад +6

    I love to see you comment about the channel Carrykh, I really like his videos!

  • @iLoveTurtlesHaha
    @iLoveTurtlesHaha 7 лет назад +4

    Damn, so I was lazying around when it comes to my stats course in Uni but I legit understood everything you said so now I am excited to get back on track with my stats course. XD

  • @smitshah6495
    @smitshah6495 6 лет назад

    As always excellent explanation.

  • @orevla
    @orevla 7 лет назад +1

    The first author of the original LDA paper was Dave Blei, not Andrew Ng

  • @JuanPisula
    @JuanPisula 6 лет назад

    hey siraj where u get those fire memes?

  • @kryptoshi4706
    @kryptoshi4706 7 лет назад +1

    Another awesome video, still waiting for CoreML video !

  • @2radix774
    @2radix774 3 года назад

    i dont understand, if LDA is generative model how it divide text into topics? Shouldn't generate text or sth?

  • @michaelvarney.
    @michaelvarney. 7 лет назад

    Nice! Gauss is now a mouse, and the deer are sleigh (pullers!) ;)

  • @larryteslaspacexboringlawr739
    @larryteslaspacexboringlawr739 7 лет назад

    thank you for generative models video

  • @fuckthisworld4338
    @fuckthisworld4338 7 лет назад +1

    Love your videos sir....

  • @mmm2008mmm
    @mmm2008mmm 7 лет назад +2

    3:13 Correction: Don't say triangle; it's factually wrong. Say Simplex.

  • @Call_Me_Hein
    @Call_Me_Hein 7 лет назад +4

    Could've linked carykh in the description if you tell people to sub to him

  • @RayZde
    @RayZde 7 лет назад

    I watch your channel because you're funny as hell.

  • @pinkiethesmilingcat2862
    @pinkiethesmilingcat2862 7 лет назад +4

    English subs in the 6th vídeo is done haha. Today i'll make the spanish subs. Now, can anyone make the english subs of Math of intelligence #7? Or, can you Siraj update the script document? (:

    • @hammadshaikhha
      @hammadshaikhha 7 лет назад +2

      I have started to make english subs for math of intelligence #7, hopefully someone can help me finish them.

    • @pinkiethesmilingcat2862
      @pinkiethesmilingcat2862 7 лет назад

      hammad shaikh Thank u so much Hammad! (:

    • @SirajRaval
      @SirajRaval  7 лет назад +1

      docs.google.com/document/d/1Qniz_xins8n2NasWttZA3y87yN33o6UwJCJY8UaBj2Q/edit?usp=sharing thanks pinkie

  • @jasneetsingh4018
    @jasneetsingh4018 7 лет назад

    One video for in-depth tutorial on open CV .Please.

  • @thunder-v8h
    @thunder-v8h 7 лет назад

    I thought David Blei published the original paper of LDA

  • @marciofernandes7091
    @marciofernandes7091 7 лет назад +6

    Siraj, I am very thankful for your videos. This is FREE high quality education (makes me re-think those university tuitions).
    If you are still in the Netherlands, I would like to invite you to hang-out. We are a group of internationals (and many americans) expats, usually partying on Friday nights.

    • @trashmail8
      @trashmail8 7 лет назад

      Siraj Raval Ah, i already thought I was seeing some Dutch things in your video. In which area are you right now? (I'm in The Netherlands as well right now for a few days) . I recently discovered all your awesome videos and I'm doing my best to catch up with all of them. #notenoughsleeplately ;)
      Thank you so much for creating this wonderful channel!
      PS: a few videos ago, I believe from the math of intelligence series, the video started with a section showing you practicing a martial art, but which one? Am I correct that it was Kali/Eskrima?

    • @marciofernandes7091
      @marciofernandes7091 7 лет назад

      sent

  • @shivamtundeleable
    @shivamtundeleable 7 лет назад +4

    Thumbs Up for meme on Tesla Model 3's waiting delivery! ;)

  • @sandeepvk
    @sandeepvk 7 лет назад

    Hey Siraj, Its carykh no CarryKY. Please correct the spelling

  • @exdoofus6892
    @exdoofus6892 7 лет назад +1

    Siraj can you make a Discord Channel and make A Chatroom for Each of your playlist and make voice chats too so we can talk about your videos and give questions about unclear things and have a good time

    • @NoahLidell
      @NoahLidell 7 лет назад

      there's a link to the slack channel in the description

  • @rezzoschlauch
    @rezzoschlauch 7 лет назад

    Siraj, you linked the wrong part for Noah's work. Compare with his submission below ;-)

  • @MrYashpaunikar
    @MrYashpaunikar 7 лет назад

    That skeleton though 😂😂😂😂

  • @kayjersch4959
    @kayjersch4959 7 лет назад +18

    I subscribed to Carykh before it was cool

  • @azursmile
    @azursmile 7 лет назад

    Lda ~ Glove ~ word2vec :) Great vid

  • @4artificial-love
    @4artificial-love 6 лет назад

    You should do a video with the woman in Socratica that teaches python, I bet will be a great movie to watch... LOL, you are the best! Keep the great work.

  • @NouiraAsma91
    @NouiraAsma91 7 лет назад

    Hello Siraj, I want to ask you if we can generate new data with generative models from the input data?
    Thank you for this video, it was interesting

  • @manojkumarreddy5801
    @manojkumarreddy5801 7 лет назад

    Can any suggest how to proceed if our target variable is date column in our model??.
    Thank You.

  • @oudarjyasensarma4199
    @oudarjyasensarma4199 5 лет назад

    nice

  • @adam1dabest
    @adam1dabest 7 лет назад

    @5:58 looooooooool

  • @rishabhkanwar4896
    @rishabhkanwar4896 7 лет назад

    4:04 X'D

  • @Dom-xd4lq
    @Dom-xd4lq 7 лет назад +5

    I'll be... Bach. Lol

  • @agungdewandaru
    @agungdewandaru 7 лет назад +1

    LDA was created by David M. Blei, as a successor for Latent Semantic Analysis. I don't think Andrew Ng is the one created it, even though he's one of the field leader in machine learning.

    • @Hukumoc_y
      @Hukumoc_y 5 лет назад

      I believe it was David Blei together with Andrew NG and some third fella. But they were not the first nevertheless.

  • @Iluhandric
    @Iluhandric 7 лет назад

    I thought that's a mic at the preview and he is going to sing

  • @chicken6180
    @chicken6180 7 лет назад

    dope

  • @AsharRM
    @AsharRM 7 лет назад

    inteLLLigence

  • @planktonfun1
    @planktonfun1 6 лет назад

    need to stop shiny object syndrome

  • @jayeshvaidya1562
    @jayeshvaidya1562 7 лет назад

    Dirinking water :D :D

  • @RyanLeeAllred
    @RyanLeeAllred 7 лет назад

    Lol at the "what is going on with bitcoin??" If only you knew, Siraj from 5 months ago... if only you knew...

  • @crazyvideos6909
    @crazyvideos6909 7 лет назад +1

    *Carykh

  • @poorez_11
    @poorez_11 7 лет назад

    Genetic algorithm

  • @randywelt8210
    @randywelt8210 7 лет назад

    Siraj + GF equals Pandas ??

  • @husainshaikh8724
    @husainshaikh8724 7 лет назад

    Am I in future?
    I've just started computer engineering, and your words just burns me....

    • @luck3949
      @luck3949 7 лет назад

      Yep, the future started in approximately 2012.