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https://docs.google.com/spreadsheets/d/17bi7e0JHhawcXdn7uphFm_vBndxZSeJwRY1JQgQLeEY
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Embeddings - Colaboratory

https://colab.research.google.com/drive/1jhXYAkNjiFRmFc4_E-s8aAkXPNN-QaA2?usp=sharing
Dataset imdb_reviews downloaded and prepared to /root/tensorflow_datasets/imdb_reviews/plain_text/1.0.0. Subsequent calls will reuse this data.

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TextClassification_multiChannel.ipynb - Colaboratory

https://colab.research.google.com/drive/1hIsM5yAXRdKZC20TKhBeMVW3lXVWyk2-
The steps are : Pre-processing and encoding text data using tf.keras Tokenizer; Building the Model with tf.keras Functional API. Training the Model; Evaluating ...

Session 21: Working with text data.ipynb - Colaboratory

https://colab.research.google.com/drive/1VlxgywL8L5gRubaw073IaLvAEbLs3KEk
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https://colab.research.google.com/drive/1gRCke9B8CG0lleW5lnwI9wiYO4cDcXvh
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machine_learning_model.ipynb - Colaboratory

https://colab.research.google.com/drive/1wA40pPvzxjEC5j-bbsgCX1Ti-X23lnpL?usp=sharing
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NLP_Tokenisation_ep1.ipynb - Colaboratory

https://colab.research.google.com/github/DhamuSniper/Natural-Language-Processing---Sequence-Data-world/blob/master/NLP_Tokenisation_ep1.ipynb
In this series of GitHub codes, I am going to code in Python with the Tensorflow framework for simpler NLP tasks as four episodes, purely inspired by Andrew ...

Fake News Detection Model (ٍContent+Sentiment+Emotion).ipynb ...

https://colab.research.google.com/drive/1edXYIghmzu3Bs4UhWJ8Ho9sk13oaebfz?usp=sharing
# Remove accented characters from text using unidecode. # Unidecode() - It takes unicode data & tries to represent it to ASCII characters.

sarcasm_simplernn.ipynb - Colaboratory

https://colab.research.google.com/github/lmoroney/tfbook/blob/master/chapter7/sarcasm_simplelstm.ipynb
Licensed under the Apache License, Version 2.0 (the "License"); ; import json ; import tensorflow as tf ; from tensorflow.keras.preprocessing.text import Tokenizer

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Family Feud Question Database - Google Drive

https://docs.google.com/spreadsheets/d/1y5TtM4rXHfv_9BktCiJEW621939RzJucXxhJidJZbfQ/htmlview
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