{"id":26025,"date":"2024-10-27T08:12:24","date_gmt":"2024-10-27T08:12:24","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?page_id=26025"},"modified":"2024-11-02T07:06:52","modified_gmt":"2024-11-02T07:06:52","slug":"%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac-%ea%b8%80-%eb%aa%a9%eb%a1%9d","status":"publish","type":"page","link":"https:\/\/atmokpo.com\/w\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac-%ea%b8%80-%eb%aa%a9%eb%a1%9d\/","title":{"rendered":"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"},"content":{"rendered":"<ul class=\"display-posts-listing\"><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25493\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc9c8\uc758 \uc751\ub2f5(Question Answering, QA)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25489\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba54\ubaa8\ub9ac \ub124\ud2b8\uc6cc\ud06c(Memory Network, MemN)\ub97c \uc774\uc6a9\ud55c QA<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25491\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, MemN\uc73c\ub85c \ud55c\uad6d\uc5b4 QA \ud574\ubcf4\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25485\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc7a5 \uc784\ubca0\ub529 \uae30\ubc18 \ud14d\uc2a4\ud2b8 \ub7ad\ud06c<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25487\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud14d\uc2a4\ud2b8 \uc694\uc57d(Text Summarization)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25483\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc5b4\ud150\uc158\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \uc694\uc57d<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25481\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud1a0\ud53d \ubaa8\ub378\ub9c1(Topic Modeling)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25477\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BERTopic<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25479\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud55c\uad6d\uc5b4 BERTopic<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25475\/\">21-07 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BERT \uae30\ubc18 \ud55c\uad6d\uc5b4 \ubcf5\ud569 \ud1a0\ud53d \ubaa8\ub378(Korean CTM)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25471\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 LDA \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25473\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BERT \uae30\ubc18 \ubcf5\ud569 \ud1a0\ud53d \ubaa8\ub378(Combined Topic Models, CTM)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25467\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc7a0\uc7ac \uc758\ubbf8 \ubd84\uc11d(Latent Semantic Analysis, LSA)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25469\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \uc7a0\uc7ac \ub514\ub9ac\ud074\ub808 \ud560\ub2f9(LDA)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25465\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc0ac\uc804 \ud6c8\ub828\ub41c \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25461\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BART \ud30c\uc778 \ud29c\ub2dd \uc2e4\uc2b5: \ub274\uc2a4 \uc694\uc57d<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25463\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, T5 \ud30c\uc778 \ud29c\ub2dd \uc2e4\uc2b5: \uc694\uc57d \uc0dd\uc131\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25457\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc778\ucf54\ub354\uc640 \ub514\ucf54\ub354<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25459\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BART(Bidirectional Auto-Regressive Transformers)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25455\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, GPT(Generative Pre-trained Transformer)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25451\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: GPT-2\ub97c \uc774\uc6a9\ud55c \ub124\uc774\ubc84 \uc601\ud654 \ub9ac\ubdf0 \ubd84\ub958<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25453\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, GPT-2\ub97c \uc774\uc6a9\ud55c KorNLI \ubd84\ub958<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25449\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, GPT-2\ub97c \uc774\uc6a9\ud55c \ud55c\uad6d\uc5b4 \ucc57\ubd07<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25445\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc9c0\ud53c\ud2f0(Generative Pre-trained Transformer, GPT)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25447\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, GPT-2\ub97c \uc774\uc6a9\ud55c \ubb38\uc7a5 \uc0dd\uc131<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25443\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc2e4\uc804! BERT \uc2e4\uc2b5\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25441\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529 \ubaa8\ub378(BGE-M3) \ud30c\uc778 \ud29c\ub2dd\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25439\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 Faiss\ub97c \uc774\uc6a9\ud55c \uc784\ubca0\ub529 \uac80\uc0c9\uae30(\uc138\uba58\ud2f1 \uc11c\uce58)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25437\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: BERT\uc758 \ubb38\uc7a5 \uc784\ubca0\ub529(SBERT)\uc744 \uc774\uc6a9\ud55c \ud55c\uad6d\uc5b4 \ucc57\ubd07<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25433\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: KoBERT\ub97c \uc774\uc6a9\ud55c \uac1c\uccb4\uba85 \uc778\uc2dd(Named Entity Recognition)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25435\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, KoBERT\ub97c \uc774\uc6a9\ud55c \uae30\uacc4 \ub3c5\ud574<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25431\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: KoBERT\ub97c \uc774\uc6a9\ud55c KorNLI \ud480\uc5b4\ubcf4\uae30 (\ub2e4\uc911 \ud074\ub798\uc2a4 \ubd84\ub958)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25429\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: TFBertForSequenceClassification\uc744 \uc774\uc6a9\ud55c \ubd84\ub958<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25427\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: KoBERT\ub97c \uc774\uc6a9\ud55c \ub124\uc774\ubc84 \uc601\ud654 \ub9ac\ubdf0 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25425\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac &#8211; Transformers \ubaa8\ub378 \ud074\ub798\uc2a4 \ubd88\ub7ec\uc624\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25423\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf54\ub7a9(Colab)\uc5d0\uc11c TPU \uc0ac\uc6a9\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25421\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BERT(Bidirectional Encoder Representations from Transformers)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25419\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: Sentence BERT(SBERT)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25417\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ud55c\uad6d\uc5b4 BERT\uc758 \ub2e4\uc74c \ubb38\uc7a5 \uc608\uce21<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25415\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uad6c\uae00 BERT\uc758 \ub2e4\uc74c \ubb38\uc7a5 \uc608\uce21(Next Sentence Prediction)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25413\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud55c\uad6d\uc5b4 BERT\uc758 \ub9c8\uc2a4\ud06c\ub4dc \uc5b8\uc5b4 \ubaa8\ub378 \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25411\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uad6c\uae00 BERT\uc758 \ub9c8\uc2a4\ud06c\ub4dc \uc5b8\uc5b4 \ubaa8\ub378(Masked Language Model) \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25409\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubc84\ud2b8(BERT)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25407\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\uc11c\uc758 \uc0ac\uc804 \ud6c8\ub828(Pre-training)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25405\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud2b8\ub79c\uc2a4\ud3ec\uba38(Transformer)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25403\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc140\ud504 \uc5b4\ud150\uc158\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25401\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub97c \uc774\uc6a9\ud55c \ud55c\uad6d\uc5b4 \ucc57\ubd07 (Transformer Chatbot Tutorial)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25399\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud2b8\ub79c\uc2a4\ud3ec\uba38(Transformer)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25397\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998 (Attention Mechanism)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25395\/\">15-03 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc591\ubc29\ud5a5 LSTM\uacfc \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998(BiLSTM with Attention mechanism)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25393\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ubc14\ub2e4\ub098\uc6b0 \uc5b4\ud150\uc158(Bahdanau Attention)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25391\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998 (Attention Mechanism)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25387\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 BLEU Score(Bilingual Evaluation Understudy Score)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25389\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: RNN\uc744 \uc774\uc6a9\ud55c \uc778\ucf54\ub354-\ub514\ucf54\ub354<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25385\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, Word-Level \ubc88\uc5ed\uae30 \ub9cc\ub4e4\uae30 (Neural Machine Translation (seq2seq) Tutorial)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25381\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc11c\ube0c\uc6cc\ub4dc \ud1a0\ud06c\ub098\uc774\uc800<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25383\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc2dc\ud000\uc2a4-\ud22c-\uc2dc\ud000\uc2a4(Sequence-to-Sequence, seq2seq)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25379\/\">13. \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, Part 2. \uc2ec\ud654 \uacfc\uc815<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25377\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ud5c8\uae45\ud398\uc774\uc2a4 \ud1a0\ud06c\ub098\uc774\uc800(Huggingface Tokenizer)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25375\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \uc11c\ube0c\uc6cc\ub4dc\ud14d\uc2a4\ud2b8\uc778\ucf54\ub354(SubwordTextEncoder)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25373\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc13c\ud150\uc2a4\ud53c\uc2a4(SentencePiece)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25371\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ubc14\uc774\ud2b8 \ud398\uc5b4 \uc778\ucf54\ub529 (Byte Pair Encoding, BPE)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25369\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud0dc\uae45 \uc791\uc5c5(Tagging Task)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25367\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc790 \uc784\ubca0\ub529 \ud65c\uc6a9\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25365\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: BiLSTM-CRF\ub97c \uc774\uc6a9\ud55c \uac1c\uccb4\uba85 \uc778\uc2dd<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25363\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BiLSTM\uc744 \uc774\uc6a9\ud55c \uac1c\uccb4\uba85 \uc778\uc2dd(NER)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25359\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc591\ubc29\ud5a5 LSTM\uacfc \ubb38\uc790 \uc784\ubca0\ub529(Char embedding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25361\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uac1c\uccb4\uba85 \uc778\uc2dd\uc758 BIO \ud45c\ud604 \uc774\ud574\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25357\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uac1c\uccb4\uba85 \uc778\uc2dd(Named Entity Recognition)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25355\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc591\ubc29\ud5a5 LSTM\uc744 \uc774\uc6a9\ud55c \ud488\uc0ac \ud0dc\uae45<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25351\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf00\ub77c\uc2a4\ub97c \uc774\uc6a9\ud55c \ud0dc\uae45 \uc791\uc5c5 \uac1c\uc694<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25353\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc591\ubc29\ud5a5 LSTM\uacfc CRF (Bidirectional LSTM + CRF)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25349\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc591\ubc29\ud5a5 LSTM\uc744 \uc774\uc6a9\ud55c \uac1c\uccb4\uba85 \uc778\uc2dd<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25345\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc0ac\uc804 \ud6c8\ub828\ub41c \uc6cc\ub4dc \uc784\ubca0\ub529\uc744 \uc774\uc6a9\ud55c \uc758\ub3c4 \ubd84\ub958<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25347\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, NLP\ub97c \uc704\ud55c \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(Convolution Neural Network)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25343\/\">11-05 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, Multi-Kernel 1D CNN\uc73c\ub85c \ub124\uc774\ubc84 \uc601\ud654 \ub9ac\ubdf0 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25341\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: 1D CNN\uc73c\ub85c \uc2a4\ud338 \uba54\uc77c \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25339\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, 1D CNN\uc73c\ub85c IMDB \ub9ac\ubdf0 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25337\/\">11-02 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \uc704\ud55c 1D CNN(1D Convolutional Neural Networks)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25335\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25333\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25329\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub124\uc774\ubc84 \uc1fc\ud551 \ub9ac\ubdf0 \uac10\uc131 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25331\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BiLSTM\uc73c\ub85c \ud55c\uad6d\uc5b4 \uc2a4\ud300 \ub9ac\ubdf0 \uac10\uc131 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25327\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ub124\uc774\ubc84 \uc601\ud654 \ub9ac\ubdf0 \uac10\uc131 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25325\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \ub098\uc774\ube0c \ubca0\uc774\uc988 \ubd84\ub958\uae30(Naive Bayes Classifier)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25323\/\">10-04 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, IMDB \ub9ac\ubdf0 \uac10\uc131 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25321\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub85c\uc774\ud130 \ub274\uc2a4 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25319\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc2a4\ud338 \uba54\uc77c \ubd84\ub958\ud558\uae30 (Spam Detection)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25317\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf00\ub77c\uc2a4\ub97c \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958 \uac1c\uc694<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25315\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25313\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, Doc2Vec\uc73c\ub85c \uacf5\uc2dc \uc0ac\uc5c5\ubcf4\uace0\uc11c \uc720\uc0ac\ub3c4 \uacc4\uc0b0\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25311\/\">09-12 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529   \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud3c9\uade0(Average Word Embedding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25309\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ubb38\uc11c \ubca1\ud130\ub97c \uc774\uc6a9\ud55c \ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25307\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc784\ubca0\ub529 \ubca1\ud130\uc758 \uc2dc\uac01\ud654<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25305\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: ELMo (Embeddings from Language Model)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25303\/\">09-08 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc0ac\uc804 \ud6c8\ub828\ub41c \uc6cc\ub4dc \uc784\ubca0\ub529(Pre-trained Word Embedding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25301\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc790\ubaa8 \ub2e8\uc704 \ud55c\uad6d\uc5b4 FastText \ud559\uc2b5\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25299\/\">09-06 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud328\uc2a4\ud2b8\ud14d\uc2a4\ud2b8(FastText)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25295\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub124\uac70\ud2f0\ube0c \uc0d8\ud50c\ub9c1\uc744 \uc774\uc6a9\ud55c Word2Vec \uad6c\ud604(Skip-Gram with Negative Sampling, SGNS)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25297\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uae00\ub85c\ube0c(GloVe)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25291\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6cc\ub4dc\ud22c\ubca1\ud130(Word2Vec)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25293\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc601\uc5b4\/\ud55c\uad6d\uc5b4 Word2Vec \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25289\/\">09-01 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25285\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc790 \ub2e8\uc704 RNN(Char RNN)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25287\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc21c\ud658 \uc2e0\uacbd\ub9dd(Recurrent Neural Network)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25283\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: RNN\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \uc0dd\uc131<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25281\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: RNN \uc5b8\uc5b4 \ubaa8\ub378<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25279\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf00\ub77c\uc2a4\uc758 SimpleRNN\uacfc LSTM \uc774\ud574\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25277\/\">08-03 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uac8c\uc774\ud2b8 \uc21c\ud658 \uc720\ub2db(Gated Recurrent Unit, GRU)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25275\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc7a5\ub2e8\uae30 \uba54\ubaa8\ub9ac(Long Short-Term Memory, LSTM)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25273\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc21c\ud658 \uc2e0\uacbd\ub9dd(Recurrent Neural Network, RNN)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25271\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25269\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud53c\ub4dc \ud3ec\uc6cc\ub4dc \uc2e0\uacbd\ub9dd \uc5b8\uc5b4 \ubaa8\ub378 (Neural Network Language Model, NNLM)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25267\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub2e4\uce35 \ud37c\uc149\ud2b8\ub860(MultiLayer Perceptron, MLP)\uc73c\ub85c \ud14d\uc2a4\ud2b8 \ubd84\ub958\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25265\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25263\/\">07-09 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf00\ub77c\uc2a4\uc758 \ud568\uc218\ud615 API (Keras Functional API)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25261\/\">07-08 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf00\ub77c\uc2a4(Keras) \ud6d1\uc5b4\ubcf4\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25259\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uae30\uc6b8\uae30 \uc18c\uc2e4\uacfc \ud3ed\uc8fc<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25257\/\">07-06 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uacfc\uc801\ud569(Overfitting)\uc744 \ub9c9\ub294 \ubc29\ubc95\ub4e4<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25253\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub525 \ub7ec\ub2dd\uc758 \ud559\uc2b5 \ubc29\ubc95<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25255\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5ed\uc804\ud30c(BackPropagation) \uc774\ud574\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25249\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc778\uacf5 \uc2e0\uacbd\ub9dd(Artificial Neural Network) \ud6d1\uc5b4\ubcf4\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25251\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25247\/\">07-01 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud37c\uc149\ud2b8\ub860(Perceptron)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25243\/\">06-10 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25245\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd(Machine Learning) \uac1c\uc694<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25241\/\">06-09 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 (Softmax Regression)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25237\/\">06-07 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub2e4\uc911 \uc785\ub825\uc5d0 \ub300\ud55c \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25239\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubca1\ud130\uc640 \ud589\ub82c \uc5f0\uc0b0<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25235\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25233\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25231\/\">06-04 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc790\ub3d9 \ubbf8\ubd84\uacfc \uc120\ud615 \ud68c\uadc0 \uc2e4\uc2b5<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25229\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc120\ud615 \ud68c\uadc0(Linear Regression)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25227\/\">06-02 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd \ud6d1\uc5b4\ubcf4\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25225\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd\uc774\ub780?<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25223\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \ubca1\ud130\uc758 \uc720\uc0ac\ub3c4(Vector Similarity)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25221\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc5ec\ub7ec\uac00\uc9c0 \uc720\uc0ac\ub3c4 \uae30\ubc95<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25219\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucf54\uc0ac\uc778 \uc720\uc0ac\ub3c4(Cosine Similarity)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25215\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: TF-IDF (Term Frequency-Inverse Document Frequency)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25217\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uce74\uc6b4\ud2b8 \uae30\ubc18\uc758 \ub2e8\uc5b4 \ud45c\ud604<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25213\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \ub2e8\uc5b4 \ud589\ub82c (Document-Term Matrix, DTM)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25209\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub2e4\uc591\ud55c \ub2e8\uc5b4\uc758 \ud45c\ud604 \ubc29\ubc95<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25211\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: Bag of Words (BoW)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25207\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25205\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc870\uac74\ubd80 \ud655\ub960(Conditional Probability)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25201\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud55c\uad6d\uc5b4\uc5d0\uc11c\uc758 \uc5b8\uc5b4 \ubaa8\ub378(Language Model for Korean Sentences)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25203\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud384\ud50c\ub809\uc11c\ud2f0(Perplexity, PPL)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25199\/\">03-03 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, N-gram \uc5b8\uc5b4 \ubaa8\ub378(N-gram Language Model)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25195\/\">03-01 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model)\uc774\ub780?<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25197\/\">03-02 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud1b5\uacc4\uc801 \uc5b8\uc5b4 \ubaa8\ub378(Statistical Language Model, SLM)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25193\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac(Text preprocessing)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25191\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ud55c\uad6d\uc5b4 \uc804\ucc98\ub9ac \ud328\ud0a4\uc9c0<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25189\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub370\uc774\ud130\uc758 \ubd84\ub9ac(Splitting Data)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25187\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25185\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ud328\ub529(Padding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25183\/\">02-06 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc815\uc218 \uc778\ucf54\ub529(Integer Encoding)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25179\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25181\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \uc815\uaddc \ud45c\ud604\uc2dd<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25177\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc5b4\uac04 \ucd94\ucd9c(Stemming) \ubc0f \ud45c\uc81c\uc5b4 \ucd94\ucd9c(Lemmatization)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25175\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc815\uc81c(Cleaning) and \uc815\uaddc\ud654(Normalization)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25173\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud1a0\ud070\ud654(Tokenization)<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25171\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc900\ube44\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25169\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd \uc6cc\ud06c\ud50c\ub85c\uc6b0<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25167\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \ud310\ub2e4\uc2a4, \ub118\ud30c\uc774, \ub9f7\ud50c\ub86f\ub9bd<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25165\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, NLTK\uc640 KoNLPy \uc124\uce58\ud558\uae30<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25163\/\">01-02 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud544\uc694 \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/a><\/li><li class=\"listing-item\"><a class=\"title\" href=\"https:\/\/atmokpo.com\/w\/25161\/\">\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc544\ub098\ucf58\ub2e4(Anaconda)\uc640 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