How Google Translate Works - The Machine Learning Algorithm Explained!

Let’s take a look at how Google Translate’s Neural Network works behind the scenes! Read these references below for the best understanding of Neural Machine Translation!

REFERENCES

[davidvallejo]

Awesome video!! I just started studying machine learning on college, and I gotta say you were the one who made me realize I love this! Also I love languages, so it was greater!

[ITelefonmanI]

Thank you for including the sources at the correct time.

[swarnimapandey]

This is just the most insane video with the bestest ever content i have seen till now.. thanx a ton man!! for such an informative video.. i am saying all this because i was myself busy reading research papers these days and other contents on how actually google uses machine learning algo in translation.. and finally this video was " the cherry on the top".. keep making such videos, computer technology much easier too learn...

[Dmitriuso]

Great Job, guys! Thank you very much for such a detailed explanation!

[mhabms]

Great explanation, I was looking for a simpler explanation of the attention model without the internal details of the lstm network itself. this one hits all the components involved in the latest in seq2seq models. Thanks

[KrazeeKrab]

I'm writing a paper in Translation Studies about Machine Subtitle Generation.
This video helped me a lot!

[destinyjames]

This video deserves more like!!
Thank you very much for making me understand this.

[tempor]

Hello from France 🇫🇷 ! Indeed, at 7:55 the French sentence that created the algorithm looks weird

[dawintch]

Man this is such a good video, I hope more people could actually see it.

[shaileshpatil]

Gr8 work very nicely explained. Hats off

[AKOSAH-MUSIC]

Nice one there thanks for this class.

[singhRajshree]

WOW dude this was amazing...i mean you should also start a channel on research/phd trends
Great content and lot of hard work as can be seen

[subhits]

I am 13 now, I'm preparing myself to learn to code!

[chrisbovington]

Okay, I'm not sure if I understand exactly what you were going for in the first example (7:55), but you said the reverse translation broke down at "medical center" (word 19/20). If you are talking about a faithful translation of the meaning of the sentence, then it broke at "recognize" (word 12). The translation does make sense on it's own terms until word 19/20 so maybe this is what you referred to as semantics? Is that the point of this example?

[arunadevi]

Nyc video about translator and I understood how it works but how to implement the LSTM-RNN using which algorithm we can implement

[Error_.]

Morphology translation is still not there, mostly semantical syntax varies between different languages. Machine learning is not there yet but eventually accurate real time translation.

[sobitregmi]

i am confused whether it uses one hot encoding or word2vec as input to the encoder?please kindly reply

[samkitjain]

Thanks for this amazing video can you make a tutorial series for learning dhang please(from india)

[morningstarcb]

how do you teach the machine about gender? for example, when I translate sentences from Russian to English, I always get the translation in the masculine form. For example: I bought a book. In Russian, the verb bought has a feminine form (if a woman is saying it) and masculine form (if a man is saying it), but google translates only in the masculine form.

[suryakantupadhyay]

What about the sentences that have drastically different grammar structures? Eg:- english and japanese