Introduction to NLP | GloVe Model Explained

Learn everything about the GloVe model! I've explained the difference between word2vec and glove in great detail. I've also shown how to visualize higher dimensional word vectors in 2D.
#nlp #GloVe #machinelearning

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[sashimidimsums]

Just wanna say that your explanations are awesome. Really helped me understand NLP better than reading a book.

[alh]

man your video is great ! best explanation on the whole internet !

[javitxuaxtrimaxion]

Awesome video!! I've just arrived here after reading the GloVe paper and your explanation is utterly perfect. I'll sure come back to your channel whenever I find some doubts about Machine Learning or NLP. God job!

[addoul]

Fantastic summary of the paper. I just read it and I am pleasantly surprised at how much of the paper's math you covered in detail in this vdeo! Great

[revolutionarydefeatism]

Perfect! Thanks, there are not much useful videos on YouTube.

[riskygamiing]

I was reading the paper and somewhat struggling on what certain parts of the derivation were or why we needed them but this video is great. Thanks so much

[sachinsarathe]

Very Nicely Explained Buddy .... I was going through many articles but was not able to understand the Math behind it. Your video certainly helped. Keep up the Good Work.

[sasna]

This is the best explanation I have seen for Glove thank you a million time

[vitalymegabyte]

Guy, thank you very much, it was fucking masterpiece, that did my 22 minutes on railway station really profitable :)

[bhargavaiitb]

Thanks for the explanation. Feels like you explained better than the paper itself.

[kindaeasy]

10:48 no we don't have vector on one side of the equation, we have scaler values on the both the sides, basic math

[kavinvignesh]

based on what algorithm or model the glove model is trained using cost function? Linear Regression?

[popamaji]

this is excellent but I hope u had mentioned the training steps of that also. what and in what shape are exactly the input and output tensor.

[sarsoura]

Good video, thanks for your efforts. I wish it had less explanation on the cost function of the GloVe model and elaborate testing of word similarity using GloVe model.

[khadidjatahri]

thanks for this well explained video. I have one question, please can you explain why do you take only the numerator portion F(w_i.w_k) and ignoring the denominator?

[ijeffking]

Very well explained. Keep it up! Thank you.

[SAINIVEDH]

@ 19:13. That is a weighting function beacuse log(X_ij) may become zero and the equ.. goes crazy. More details at

[parukadli]

Is embedding for a word is fixed in Glove or it is generated every time depending on the dataset given for training the model

[TheRZR]

Great explanation thanks a lot my friend :)

[trieunguyenhai]

thank you so much, but is X_{love} equal to 4 not 3