ML Classification using GloVe Vectors & Keras ❌NLP Project in Python with GloVe, TensorFlow & Keras

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#decisionforest

[lukasga]

Thanks for the tutorial and that you show the code step-by-step with result, rather than just discussing the code

[ijeffking]

Excellent tutorial with a good approach to teaching what each block of code does. Thank you so much. One of your best tutorials so far...

[flainm]

Im sorry im quiet confused if what i want is the word vector model that made by glove from my own corpus, how can i get that?
So i can used the word vector leter to classifying another data

[dans]

nice vid, why was 50 chosen as the max length and does it have an effect on the model? thanks

[bobbygia]

Is the num_words used correctly? You are just using the size of the training set. Shouldn't the num_words be the number of tokens that appear in the training set?

[sadikaljarif]

is it possible to make lstm model with glove for fake news detection???

[randb]

How do you suggest dealing with a word that is not in our vocabulary?

[priyadarshiroy]

I am getting similar results for a nlp project I am working on but the difference in accuracy between the training and validation data is similar to yours. There is about a 10% difference between like yours the validation loss does not decrease. Does this mean the model is overfitting? I am very confused. Can someone please help me....

[precious_orim]

Thank you sir. Pls u didn't put the link to the other video

[sallahamine]

Thanks for the tutorial
-> model.fit(train_padded, train_labels, validation_data=(test_padded, test_labels), epochs=20, verbose=1)

Error:- UnimplementedError: Graph execution error:

How to fix this error? 😥

[humairaafia]

Thank u soo much, dear.
Please, make a tutorial on "Character Embedding" for text classification, if possible.

[zimin]

thanks for the great content, subscribed!

[ajitkumar]

any idea how to determine max_len because i am having text of size more than 1000 words

[LRthKING]

Hi nice tutorial, can the Glove Vectors support portuguese words? Thanks you you helped me a lot

[jkally]

would be much nicer and more helpful if you mentioned where to take the data

[subashchandrapakhrin]

Your Validation loss is increasing. Good Video Though, I loved it.

[sarabassir]

hello bro can you send me your email thank you in advance