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Latent Dirichlet Allocation (LDA) | Topic Modeling | Machine Learning 

TwinEd Productions
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This video is a short, theoretical introduction to defining the Latent Dirichlet Allocation (LDA) parameters for topic modeling. Once you have watched this video, you are ready for the next challenge: practical approaches to LDA... for this we recommend exploring the following three popular strategies: Gibbs sampling, Variational Bayes inference and Expectation Maximization.

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12 июн 2021

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Комментарии : 20   
@yohannistelila8879
@yohannistelila8879 3 года назад
Right on time!, thank you for great presentation.
@TwinEdProductions
@TwinEdProductions 3 года назад
Glad you found it useful!
@hrishikeshpatel8592
@hrishikeshpatel8592 2 года назад
Very concise and intuitive explanation of LDA!
@TwinEdProductions
@TwinEdProductions 2 года назад
Thanks man!
@liuzeyu3125
@liuzeyu3125 Год назад
Thank you, well explained!
@TwinEdProductions
@TwinEdProductions Год назад
Cheers!
@TheTacticalDood
@TheTacticalDood 3 года назад
Flawless.
@TwinEdProductions
@TwinEdProductions 3 года назад
Thanks!
@andreisandu2575
@andreisandu2575 8 месяцев назад
Hello - just have a question with regards to an app that I am trying to build - is it possible to use this LDA model in order to perform topic analysis from a webpage that is provided as input? If so, how will this work? Would I need to also input a large dataset for reference? Thank you!
@softerseltzer
@softerseltzer 3 года назад
Excellent video once again! Is there a video on graph convolution networks planned, by any chance?
@TwinEdProductions
@TwinEdProductions 3 года назад
Thanks! Yes, GCNs are in the pipeline!
@briantheworld
@briantheworld Год назад
Hello! I have a question.. is there a way to implement LDA in other languages? I'm trying to applied to Italian Reviews from the web.
@hunaydahsaeid1609
@hunaydahsaeid1609 2 года назад
Thank you..
@TwinEdProductions
@TwinEdProductions 2 года назад
No worries!
@lucianoaraujodouradofilho948
Excellent didactics
@TwinEdProductions
@TwinEdProductions Год назад
Thanks!
@mingyaoxu3331
@mingyaoxu3331 Год назад
what a nice voice haha!
@TwinEdProductions
@TwinEdProductions Год назад
Thanks :)
@hardtoplaygamesti9592
@hardtoplaygamesti9592 Год назад
I probably will never understand how LDA works.
@huanchenli4137
@huanchenli4137 7 месяцев назад
Bad example, LDA should not know topic before it run. How can you already list 4 topics...
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