{"id":24957,"date":"2021-04-14T18:54:56","date_gmt":"2021-04-14T22:54:56","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/on-text-classification-based-on-deep-learning-neural-networks-root\/"},"modified":"2021-04-14T18:54:56","modified_gmt":"2021-04-14T22:54:56","slug":"on-text-classification-based-on-deep-learning-neural-networks-root","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=24957","title":{"rendered":"On Text Classification based on Deep Learning\/Neural Networks #Root"},"content":{"rendered":"<p>On Text Classification based on Deep Learning\/Neural Networks<\/p>\n<p>Text Classification Using LSTM and visualize Word Embeddings: Part-1<\/p>\n<p><a href=\"https:\/\/medium.com\/@sabber\/classifying-yelp-review-comments-using-lstm-and-word-embeddings-part-1-eb2275e4066b\">https:\/\/medium.com\/@sabber\/classifying-yelp-review-comments-using-lstm-and-word-embeddings-part-1-eb2275e4066b<\/a><\/p>\n<p>Different approaches of Text Classification<\/p>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2018\/07\/text-classification-lstm-cnn-pre-trained-word-vectors.html\">https:\/\/www.kdnuggets.com\/2018\/07\/text-classification-lstm-cnn-pre-trained-word-vectors.html<\/a><\/p>\n<p>How to do text classification with CNNs, TensorFlow and word embedding<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/how-to-do-text-classification-using-tensorflow-word-embeddings-and-cnn-edae13b3e575\">https:\/\/towardsdatascience.com\/how-to-do-text-classification-using-tensorflow-word-embeddings-and-cnn-edae13b3e575<\/a><\/p>\n<p>Classification of Customer Complaints using Tensorflow: Text Classification with Word Embeddings<\/p>\n<p><a href=\"https:\/\/medium.com\/@opalkabert\/classification-of-customer-complaints-using-tensorflow-text-classification-with-word-embeddings-e87952b5147c\">https:\/\/medium.com\/@opalkabert\/classification-of-customer-complaints-using-tensorflow-text-classification-with-word-embeddings-e87952b5147c<\/a><\/p>\n<p>An analysis of hierarchical text classification using word embeddings<\/p>\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0020025518306935\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0020025518306935<\/a><\/p>\n<p>FastText Word Embeddings for Text Classification with MLP and Python<\/p>\n<p><a href=\"http:\/\/ai.intelligentonlinetools.com\/ml\/fasttext-word-embeddings-text-classification-python-mlp\/\">http:\/\/ai.intelligentonlinetools.com\/ml\/fasttext-word-embeddings-text-classification-python-mlp\/<\/a><\/p>\n<p>Text Classification With Word2Vec<\/p>\n<p><a href=\"http:\/\/nadbordrozd.github.io\/blog\/2016\/05\/20\/text-classification-with-word2vec\/\">http:\/\/nadbordrozd.github.io\/blog\/2016\/05\/20\/text-classification-with-word2vec\/<\/a><\/p>\n<p>Text Classification with Word Embeddings<\/p>\n<p><a href=\"https:\/\/www.coursera.org\/lecture\/ai\/text-classification-with-word-embeddings-Ieg9d\">https:\/\/www.coursera.org\/lecture\/ai\/text-classification-with-word-embeddings-Ieg9d<\/a><\/p>\n<p>Understanding how Convolutional Neural Network (CNN) perform text classification with word embeddings<\/p>\n<p><a href=\"http:\/\/www.joshuakim.io\/understanding-how-convolutional-neural-network-cnn-perform-text-classification-with-word-embeddings\/\">http:\/\/www.joshuakim.io\/understanding-how-convolutional-neural-network-cnn-perform-text-classification-with-word-embeddings\/<\/a><\/p>\n<p>Using pre-trained word embeddings in a Keras model<\/p>\n<p><a href=\"https:\/\/blog.keras.io\/using-pre-trained-word-embeddings-in-a-keras-model.html\">https:\/\/blog.keras.io\/using-pre-trained-word-embeddings-in-a-keras-model.html<\/a><\/p>\n<p>Animated RNN, LSTM and GRU<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/animated-rnn-lstm-and-gru-ef124d06cf45\">https:\/\/towardsdatascience.com\/animated-rnn-lstm-and-gru-ef124d06cf45<\/a><\/p>\n<p>Sayed Ahmed<br \/>\nsayedum<\/p>\n<p>Linkedin: <a href=\"https:\/\/ca.linkedin.com\/in\/sayedjustetc\">https:\/\/ca.linkedin.com\/in\/sayedjustetc<\/a><\/p>\n<p>Blog: <a href=\"http:\/\/sitestree.com\">http:\/\/sitestree.com<\/a>, <a href=\"http:\/\/bangla.salearningschool.com\">http:\/\/bangla.salearningschool.com<\/a> From: https:\/\/sitestree.com\/on-text-classification-based-on-deep-learning-neural-networks\/<br \/> Categories:Root<br \/>Tags:<br \/> Post Data:2019-04-22 10:42:50<\/p>\n<p>\t\tShop Online: <a href='https:\/\/www.ShopForSoul.com\/' target='new' rel=\"noopener\">https:\/\/www.ShopForSoul.com\/<\/a><br \/>\n\t\t(Big Data, Cloud, Security, Machine Learning): Courses: <a href='http:\/\/Training.SitesTree.com' target='new' rel=\"noopener\"> http:\/\/Training.SitesTree.com<\/a><br \/>\n\t\tIn Bengali: <a href='http:\/\/Bangla.SaLearningSchool.com' target='new' rel=\"noopener\">http:\/\/Bangla.SaLearningSchool.com<\/a><br \/>\n\t\t<a href='http:\/\/SitesTree.com' target='new' rel=\"noopener\">http:\/\/SitesTree.com<\/a><br \/>\n\t\t8112223 Canada Inc.\/JustEtc: <a href='http:\/\/JustEtc.net' target='new' rel=\"noopener\">http:\/\/JustEtc.net (Software\/Web\/Mobile\/Big-Data\/Machine Learning) <\/a><br \/>\n\t\tShop Online: <a href='https:\/\/www.ShopForSoul.com'> https:\/\/www.ShopForSoul.com\/<\/a><br \/>\n\t\tMedium: <a href='https:\/\/medium.com\/@SayedAhmedCanada' target='new' rel=\"noopener\"> https:\/\/medium.com\/@SayedAhmedCanada <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>On Text Classification based on Deep Learning\/Neural Networks Text Classification Using LSTM and visualize Word Embeddings: Part-1 https:\/\/medium.com\/@sabber\/classifying-yelp-review-comments-using-lstm-and-word-embeddings-part-1-eb2275e4066b Different approaches of Text Classification https:\/\/www.kdnuggets.com\/2018\/07\/text-classification-lstm-cnn-pre-trained-word-vectors.html How to do text classification with CNNs, TensorFlow and word embedding https:\/\/towardsdatascience.com\/how-to-do-text-classification-using-tensorflow-word-embeddings-and-cnn-edae13b3e575 Classification of Customer Complaints using Tensorflow: Text Classification with Word Embeddings https:\/\/medium.com\/@opalkabert\/classification-of-customer-complaints-using-tensorflow-text-classification-with-word-embeddings-e87952b5147c An analysis of hierarchical text classification using &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=24957\">Continue reading<\/a><\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1917],"tags":[],"class_list":["post-24957","post","type-post","status-publish","format-standard","hentry","category-fromsitestree-com","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":14739,"url":"http:\/\/bangla.sitestree.com\/?p=14739","url_meta":{"origin":24957,"position":0},"title":"On Text Classification based on Deep Learning\/Neural Networks","author":"Sayed","date":"April 22, 2019","format":false,"excerpt":"On Text Classification based on Deep Learning\/Neural Networks Text Classification Using LSTM and visualize Word Embeddings: Part-1 https:\/\/medium.com\/@sabber\/classifying-yelp-review-comments-using-lstm-and-word-embeddings-part-1-eb2275e4066b Different approaches of Text Classification https:\/\/www.kdnuggets.com\/2018\/07\/text-classification-lstm-cnn-pre-trained-word-vectors.html How to do text classification with CNNs, TensorFlow and word embedding https:\/\/towardsdatascience.com\/how-to-do-text-classification-using-tensorflow-word-embeddings-and-cnn-edae13b3e575 Classification of Customer Complaints using Tensorflow: Text Classification with Word Embeddings https:\/\/medium.com\/@opalkabert\/classification-of-customer-complaints-using-tensorflow-text-classification-with-word-embeddings-e87952b5147c An analysis\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":14736,"url":"http:\/\/bangla.sitestree.com\/?p=14736","url_meta":{"origin":24957,"position":1},"title":"Text Classification such as article category classification with Deep Learning\/Neural Network Approach","author":"Sayed","date":"April 21, 2019","format":false,"excerpt":"Text Classification such as article category classification with Deep Learning\/Neural Network Approach What deep learning method to use to classify text files? https:\/\/www.quora.com\/What-deep-learning-method-to-use-to-classify-text-files Classification Examples: https:\/\/faroit.com\/keras-docs\/0.3.3\/examples\/ Best Practices for Document Classification with Deep Learning https:\/\/machinelearningmastery.com\/best-practices-document-classification-deep-learning\/ LSTM with sentence representations for document-level sentiment classification https:\/\/www.sciencedirect.com\/science\/article\/pii\/S092523121830479X A C-LSTM Neural Network for Text\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24955,"url":"http:\/\/bangla.sitestree.com\/?p=24955","url_meta":{"origin":24957,"position":2},"title":"Text Classification such as article category classification with Deep Learning\/Neural Network Approach #Root","author":"Author-Check- Article-or-Video","date":"April 14, 2021","format":false,"excerpt":"Text Classification such as article category classification with Deep Learning\/Neural Network Approach What deep learning method to use to classify text files? https:\/\/www.quora.com\/What-deep-learning-method-to-use-to-classify-text-files Classification Examples: https:\/\/faroit.com\/keras-docs\/0.3.3\/examples\/ Best Practices for Document Classification with Deep Learning https:\/\/machinelearningmastery.com\/best-practices-document-classification-deep-learning\/ LSTM with sentence representations for document-level sentiment classification https:\/\/www.sciencedirect.com\/science\/article\/pii\/S092523121830479X A C-LSTM Neural Network for Text\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16231,"url":"http:\/\/bangla.sitestree.com\/?p=16231","url_meta":{"origin":24957,"position":3},"title":"NLP: Answer the questions by reading the notes after the questions (i.e. by reading the paper if available online)","author":"Sayed","date":"October 4, 2019","format":false,"excerpt":"Answer the questions by reading the notes after the questions (i.e. by reading the paper if available online): Can you use RNN-LSTM for Text Classification? Can you use RNN-LSTM for Text Summarization? Can you use CNN for Text Classification? Can you use CNN for Text Classification? What does CNN stand\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26223,"url":"http:\/\/bangla.sitestree.com\/?p=26223","url_meta":{"origin":24957,"position":4},"title":"NLP: Answer the questions by reading the notes after the questions (i.e. by reading the paper if available online) #Root","author":"Author-Check- Article-or-Video","date":"April 20, 2021","format":false,"excerpt":"Answer the questions by reading the notes after the questions (i.e. by reading the paper if available online): Can you use RNN-LSTM for Text Classification? Can you use RNN-LSTM for Text Summarization? Can you use CNN for Text Classification? Can you use CNN for Text Classification? What does CNN stand\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16296,"url":"http:\/\/bangla.sitestree.com\/?p=16296","url_meta":{"origin":24957,"position":5},"title":"Deep Learning (DL): can you answer these introductory questions on DL? Target: Starters in DL","author":"Sayed","date":"October 5, 2019","format":false,"excerpt":"Deep Learning - 001: Introduction to Deep Learning. Deep Learning (DL): can you answer these introductory questions on DL? Target: Starters in DL Can you define AI, ML, DL? Can you draw a diagram to show the relations of AI, ML, DL? What is Symbolic AI? Is Symbolic AI good\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/24957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24957"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/24957\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24957"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}