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Make an AI sound like a YouTuber (LAB): Crash Course AI #8

John Green

Hank Green

vlogbrothers

Crash Course

crashcourse

education

artificial intelligence

machine learning

ai

nlp

natural language processing

neural network

recurrent

rnn

lexical type

lexical token

tokenization

stemming

validation

embedding matrix

perplexity

Автор: CrashCourse

Загружено: 4 окт. 2019 г.

Просмотров: 96 707 просмотров

Описание:

Follow Along: https://colab.research.google.com/dri...

Let’s try to help John Green Bot sound a bit more like the real John Green using Natural Language Processing. Today, we're going to code a program that takes a one-word prompt and then completes the sentence that sounds like something John Green would say. To do this we’re going to collect transcription files from Vlogbrothers episodes, do some preprocessing since John Green has a pretty large vocabulary, then we’ll set up a recurrent neural network (or RNN), train our model, and test it!

https://gpt2.apps.allenai.org/?text=J...
https://transformer.huggingface.co/

Crash Course AI is produced in association with PBS Digital Studios
   / pbsdigitalstudios  

Crash Course is on Patreon! You can support us directly by signing up at   / crashcourse  

Thanks to the following patrons for their generous monthly contributions that help keep Crash Course free for everyone forever:

Eric Prestemon, Sam Buck, Mark Brouwer, Indika Siriwardena, Avi Yashchin, Timothy J Kwist, Brian Thomas Gossett, Haixiang N/A Liu, Jonathan Zbikowski, Siobhan Sabino, Zach Van Stanley, Jennifer Killen, Nathan Catchings, Brandon Westmoreland, dorsey, Kenneth F Penttinen, Trevin Beattie, Erika & Alexa Saur, Justin Zingsheim, Jessica Wode, Tom Trval, Jason Saslow, Nathan Taylor, Khaled El Shalakany, SR Foxley, Sam Ferguson, Yasenia Cruz, Eric Koslow, Caleb Weeks, Tim Curwick, David Noe, Shawn Arnold, William McGraw, Andrei Krishkevich, Rachel Bright, Jirat, Ian Dundore
--

Want to find Crash Course elsewhere on the internet?
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Make an AI sound like a YouTuber (LAB): Crash Course AI #8

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