Getting started with Natural Language Processing: Bag of words
Ғылым және технология
In this episode of AI Adventures, Yufeng introduces how to use Keras to implement 'bag of words', to get you started on your natural language processing journey!
Word embedding tutorial: goo.gle/2LBhzFq
Full session from Next 2019 → goo.gle/2S2qAuU
Expanded blog post about bag of words → goo.gle/2Q81Zmb
Check out the rest of the Cloud AI Adventures playlist: goo.gl/UC5usG
Subscribe to get all the episodes as they come out: goo.gl/S0AS51
Product: TensorFlow, Keras; fullname: Yufeng Guo;
#AIAdventures
Пікірлер: 16
Fantastic and lovely explanation brother ❤️
Nicely explained! As you mention there are many otheways to covert text to numbers, could you maybe also record videos about some other methods (and which are the most useful ones?)?
Awesome Explanation
Beautiful slides but slightly lack of detail. 3:54 do you use same BOW encoding for input and prediction? Do the encodings for input and prediction must have same length?
well explained. thx!
why sigmoid for multi label and softmax for binary? isn't it the other way around?
@nagamori001
Жыл бұрын
sigmoid: multi label multi answer, softmax: multi label only 1 answer. for bag of words, there could be multiple answers from input (e.g pandas + keras)
can I use any language in automl natural language
:)
Anyone else hear a deep bass troughout the video?
@somiamohammedali9316
2 жыл бұрын
T
@somiamohammedali9316
2 жыл бұрын
6
starting min 4 absolutely nothing is clear, where all those inputs, bias and weights are coming from :/
implement in app
@somiamohammedali9316
2 жыл бұрын
Rrft
Aren't you horseshoeing this to short circuit having some sort of moment manager or context .... how would this work over a full conversation ?