Скачать или смотреть Seq2Seq chatbot using keras | lstm | deep learning chatbot | python

hey everyone
This 55 minute long video take you through how to create deep learning chatbot using keras liberary.
Uses lstm neural network cells to create it.
from Data preprocessing to building inference in just single video. So enjoy :)
you me customise this chatbot by using different data set of whichever field you want to build chatbot of. chatbot are widely used nowadays specially in this covid era. so if you know how to build a chatbot you may use it for your own business purposes.
in this era what we have used keras framework and LCYM cells.

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code in this video : https://github.com/Pawandeep-prog/cha...

run it on kaggle :
https://www.kaggle.com/programminghut...

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so keep subscribed for more videos.

In this series we are building a chatbot from scratch and step by step and using cornell movie dataset for that.we use seq2seq encoder decoder model and we will use keras functional approach to build this model.

Playlist :    • Chatbot using python Machine Learning keras  

STAY TUNED FOR MORE VIDEOS. 🙂


timestamps
0:00 - What we'll going to build
2:06 - All about dataset
4:12 - loading dataset
6:48 - data preprocessing
12:30 - creating list of questions and answers
16:55 - more preprocess for qna
19:10 - cleaning texts
24:53 - creating VOCABULARY
27:40 - adding sos and eos
32:40 - creating encoder inputs
35:40 - creating decoder inputs
38:16 - creating decoder outputs
39:54 - understanding and creating encoder decoder model
46:50 - creating inference model
55:00 - quick testing


** Readings ***
embedding : https://machinelearningmastery.com/us...

return sequences vs return state : https://machinelearningmastery.com/re...


code on github : https://github.com/Pawandeep-prog/ker...

code on kaggle : https://www.kaggle.com/programminghut...

dataset : https://www.cs.cornell.edu/~cristian/...

LIKE 👍🏼 + SHARE + SUBSCRIBE = support :)

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website : https://lets-collab.herokuapp.com


LIKE + SHARE + SUBSCRIBE = support :)
contact me : 📞

facebook :
  / proogramminghub  

twitter 🐦 :
  / programming_hut  

github :
https://github.com/Pawandeep-prog

discord :
  / discord  

linkedin :
  / programminghut  

youtube ❤️:
   / programminghutofficial  

Atlast if you have any queries or error in your installation feel free to ask them in below comment section.

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