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Word2Vec with Gensim - Python 

The Semicolon
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#Word2Vec #Gensim #Python
Word2Vec is a popular word embedding used in a lot of deep learning applications. In this video we use Gensim to train a Word2Vec model with reddit world news dataset.
We learn how to use skip gram and continuous bag of words (cbow) with gensim.
We also use a pre trained word2vec model.
We then play with the famous results of Word2Vec like King - man + woman = Queen , Germany - Berlin + Paris = France.
Reddit world news dataset : www.kaggle.com/rootuser/world...
Pretrain Word2vec model : drive.google.com/file/d/0B7Xk...
Intro: (0:00)
Installing Gensim: (0:30)
Training word2vec model : (1:00)
Using pre-trained word2vec model : (4:51)

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2 июн 2024

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Комментарии : 37   
@universalreels3183
@universalreels3183 2 года назад
Just found this channel while randomly searching. Bro. The stuff is awesome. This guy has taught things that are hard to find. Saved my day!
@TheSemiColon
@TheSemiColon 3 года назад
Update: added subtitles ! Happy Learning :)
@BiranchiNarayanNayak
@BiranchiNarayanNayak 4 года назад
I am regular follower and subscriber of the channel..., but i don't find new videos coming these days :( . I encourage my friends to follow this channels and learn ML and all like it. All the videos are quite informative and easy to understand the core concepts. Please do continue uploading new video tutorials every week.... :)
@madhu1987ful
@madhu1987ful 2 года назад
It was a very crisp and neat video. Have you also explained what is Glove embedding?
@bluegreensomething
@bluegreensomething Год назад
Very nice! I will watch all of this channel's vids. I followed along with The Semicolon and it works. Upvote!
@athulsnambiar980
@athulsnambiar980 3 года назад
Thanks. Was very helpful.
@gazingstar95
@gazingstar95 5 лет назад
Clear and concise tutorial bro!
@TheSemiColon
@TheSemiColon 5 лет назад
Thank you.
@siyuwu2051
@siyuwu2051 7 месяцев назад
This is golden guys. thank you very much!
@thelateknights
@thelateknights 5 лет назад
Excellent tutorial!
@mallikrao3008
@mallikrao3008 2 года назад
Please continue the playlist sir videos are too informative
@ghazeefafatima9273
@ghazeefafatima9273 5 лет назад
Good Work!
@rabiashah9686
@rabiashah9686 5 лет назад
thank you so much!!
@pradanyaprakashbhagat6597
@pradanyaprakashbhagat6597 2 года назад
is the written code available somewhere?
@DanielWeikert
@DanielWeikert 5 лет назад
Applying those in a usecase video for sentiment analysis or text generation with LSTM or anything like that would be great
@TheSemiColon
@TheSemiColon 5 лет назад
Yes ! I have exactly those in my to do list.
@r_pydatascience
@r_pydatascience 3 года назад
Did you do it?
@coxixx
@coxixx 4 года назад
excuse me ! which model did you use.skip gram or CBOW?
@coxixx
@coxixx 4 года назад
i red some articles they pointed that CBOW gives multiple contexts as input?is it right?fi it is right why you gave it one word as input?
@aidenigelson9826
@aidenigelson9826 3 года назад
He's using skip-gram
@hamzanaeem4838
@hamzanaeem4838 3 года назад
You must convert those vectors into column too !
@kisvarosipari
@kisvarosipari 5 лет назад
wonderful
@mailtodanish
@mailtodanish 5 лет назад
awesome
@debatradas9268
@debatradas9268 2 года назад
thank you so much
@ogsconnect1312
@ogsconnect1312 4 года назад
Thanks
@jitendraparmar3594
@jitendraparmar3594 3 года назад
TypeError: 'module' object is not callable
@batmanjoker1945
@batmanjoker1945 4 года назад
hi i am getting an error KeyError: "word 'word' not in vocabulary" please help
@mattclagett778
@mattclagett778 3 года назад
this is because "word" was not in the training data, just need a more trained model
@ArjunKumar-ge9oz
@ArjunKumar-ge9oz 3 года назад
Better zoom your browser for better clarity.
@TheSemiColon
@TheSemiColon 3 года назад
Oops ! Noted :)
@navsiv11
@navsiv11 5 лет назад
Hi semicolon can we expect little advanced videos on Azure ML studio / Amazon ML/ GCP ML/ IBM Watson or Microsoft ML studio plz
@TheSemiColon
@TheSemiColon 5 лет назад
I do not have the resources to access those at the moment.
@navsiv11
@navsiv11 5 лет назад
on what topics your future videos will be?
@TheSemiColon
@TheSemiColon 5 лет назад
Using deep learning with text, music and videos examples. That is the plan.
@yamunakatakam5989
@yamunakatakam5989 4 года назад
Hi sir,your tutorial is useful.I had a small doubt sir,model['man'] it us giving vector .How it is producing vector ,is thier any formula for it.could you plz say it sir .
@yashgarg6832
@yashgarg6832 4 года назад
It is the word2vec embedding that the model learned.
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