{"id":71,"date":"2020-03-16T19:38:40","date_gmt":"2020-03-16T22:38:40","guid":{"rendered":"https:\/\/wp.ufpel.edu.br\/larissa\/?page_id=71"},"modified":"2021-08-20T18:58:01","modified_gmt":"2021-08-20T21:58:01","slug":"material","status":"publish","type":"page","link":"https:\/\/wp.ufpel.edu.br\/larissa\/material\/","title":{"rendered":"Material"},"content":{"rendered":"<p>Abaixo alguns materiais que considero interessantes para quem deseja iniciar estudos na \u00e1rea de Processamento de Linguagem Natural.<\/p>\n<p><strong>Bibliotecas e Frameworks<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.nltk.org\/\">NLTK<\/a><\/li>\n<li><a href=\"https:\/\/spacy.io\/\">spaCy<\/a><\/li>\n<li><a href=\"https:\/\/allennlp.org\/elmo\">ELMo<\/a><\/li>\n<li><a href=\"https:\/\/stanfordnlp.github.io\/CoreNLP\/\">CoreNLP<\/a><\/li>\n<li><a href=\"https:\/\/stanfordnlp.github.io\/stanza\/\">Stanza<\/a><\/li>\n<li><a href=\"https:\/\/polyglot.readthedocs.io\/en\/latest\/index.html\">polyglot<\/a><\/li>\n<li><a href=\"https:\/\/scrapy.org\/\">Scrapy<\/a><\/li>\n<li><a href=\"https:\/\/radimrehurek.com\/gensim\/\">Gensim<\/a><\/li>\n<li><a href=\"https:\/\/scikit-learn.org\/stable\/\">Scikit-learn<\/a><\/li>\n<\/ul>\n<p><strong>Livros<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/web.stanford.edu\/~jurafsky\/slp3\/\">Speech and Language Processing<\/a><\/li>\n<li><a href=\"https:\/\/www.cs.uic.edu\/~liub\/FBS\/SentimentAnalysis-and-OpinionMining.html\">Sentiment Analysis and Opinion Mining<\/a><\/li>\n<li><a href=\"https:\/\/www.nltk.org\/book\/\">Language Processing and Python<\/a><\/li>\n<\/ul>\n<p><strong>Reposit\u00f3rios<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/datasetsearch.research.google.com\/\">Datasetsearch<\/a><\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/\">Kaggle<\/a><\/li>\n<li><a href=\"https:\/\/paperswithcode.com\/area\/natural-language-processing\">Paperswithcode<\/a><\/li>\n<li><a href=\"https:\/\/nlpprogress.com\/\">NLPProgress<\/a><\/li>\n<li><a href=\"https:\/\/datasets.quantumstat.com\/\">The Big Bad NLP Database<\/a><\/li>\n<li><a href=\"https:\/\/www.linguateca.pt\/\">Linguateca<\/a><\/li>\n<li><a href=\"https:\/\/portulanclarin.net\">PORTULAN CLARIN<\/a><\/li>\n<\/ul>\n<p><strong>Cursos<\/strong><\/p>\n<ul>\n<li><strong>Processamento de L\u00edngua Natural: <\/strong><a href=\"https:\/\/www.youtube.com\/playlist?list=PLt2qoMeOJsQyAklWpREY5ivAUe3jrrR21\">https:\/\/www.youtube.com\/playlist?list=PLt2qoMeOJsQyAklWpREY5ivAUe3jrrR21<\/a><\/li>\n<li><strong>Python B\u00e1sico: <\/strong><a href=\"https:\/\/solyd.com.br\/treinamentos\/python-basico\">https:\/\/solyd.com.br\/treinamentos\/python-basico<\/a><\/li>\n<li><strong>Introducci\u00f3n a Python:\u00a0 <\/strong><a href=\"https:\/\/www.datacamp.com\/community\/open-courses\/introduccion-a-python\">https:\/\/www.datacamp.com\/community\/open-courses\/introduccion-a-python<\/a><\/li>\n<li><strong>Introdu\u00e7\u00e3o a Ci\u00eancia da Computa\u00e7\u00e3o com Python Parte 1: <\/strong><a href=\"https:\/\/www.coursera.org\/learn\/ciencia-computacao-python-conceitos\">https:\/\/www.coursera.org\/learn\/ciencia-computacao-python-conceitos<\/a><\/li>\n<li><strong>Introdu\u00e7\u00e3o a Ci\u00eancia da Computa\u00e7\u00e3o com Python Parte 2: <\/strong><a href=\"https:\/\/www.coursera.org\/learn\/ciencia-computacao-python-conceitos-2\">https:\/\/www.coursera.org\/learn\/ciencia-computacao-python-conceitos-2\/<\/a><\/li>\n<li><strong>Natural Language Processing (NLP) for Beginners Using NLTK: <\/strong><a href=\"https:\/\/www.udemy.com\/course\/natural-language-processing-nlp-for-beginners-using-nltk-in-python\/\">https:\/\/www.udemy.com\/course\/natural-language-processing-nlp-for-beginners-using-nltk-in-python\/<\/a><\/li>\n<li><strong>Advanced NLP with spaCy:<\/strong>\u00a0 <a href=\"https:\/\/course.spacy.io\/\">https:\/\/course.spacy.io\/<\/a><\/li>\n<li><strong>Introduction to Python: <\/strong><a href=\"https:\/\/learn.datacamp.com\/courses\/intro-to-python-for-data-science\">https:\/\/learn.datacamp.com\/courses\/intro-to-python-for-data-science<\/a><\/li>\n<li><strong>Regular Expressions in Python: <\/strong><a href=\"https:\/\/learn.datacamp.com\/courses\/regular-expressions-in-python\">https:\/\/learn.datacamp.com\/courses\/regular-expressions-in-python<\/a><\/li>\n<li><strong>Web Scraping in Python: <\/strong><a href=\"https:\/\/learn.datacamp.com\/courses\/web-scraping-with-python\">https:\/\/learn.datacamp.com\/courses\/web-scraping-with-python<\/a><\/li>\n<li><strong>Learn Web Scraping with Python from Scratch: <\/strong><a href=\"https:\/\/pt-br.classpert.com\/forward?to=7350a458-3461-11e9-bf2a-22000aef2c9b\">https:\/\/pt-br.classpert.com\/forward?to=7350a458-3461-11e9-bf2a-22000aef2c9b<\/a><\/li>\n<li><strong>Sentiment Analysis in Python: <\/strong><a href=\"https:\/\/learn.datacamp.com\/courses\/sentiment-analysis-in-python\">https:\/\/learn.datacamp.com\/courses\/sentiment-analysis-in-python<\/a><\/li>\n<\/ul>\n<div dir=\"auto\"><\/div>\n<div dir=\"auto\">\n<div class=\"jsx-1927945418 courseContent\">\n<div class=\"jsx-1927945418 description\"><strong>Tutoriais<\/strong><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/python-regular-expression-tutorial\">https:\/\/www.datacamp.com\/community\/tutorials\/python-regular-expression-tutorial<\/a><\/li>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/text-analytics-beginners-nltk\">https:\/\/www.datacamp.com\/community\/tutorials\/text-analytics-beginners-nltk<\/a><\/li>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/simplifying-sentiment-analysis-python\">https:\/\/www.datacamp.com\/community\/tutorials\/simplifying-sentiment-analysis-python<\/a><\/li>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/web-scraping-python-nlp\">https:\/\/www.datacamp.com\/community\/tutorials\/web-scraping-python-nlp<\/a><\/li>\n<li><strong>NLTK Cheat Sheet<\/strong>: <a href=\"https:\/\/www.cheatography.com\/murenei\/cheat-sheets\/natural-language-processing-with-python-and-nltk\/pdf\/\" target=\"_blank\" rel=\"noopener noreferrer\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.cheatography.com\/murenei\/cheat-sheets\/natural-language-processing-with-python-and-nltk\/pdf\/&amp;source=gmail&amp;ust=1584452752405000&amp;usg=AFQjCNEHoPgMjut2tWK8eRo4FsrxlxxRPw\">https:\/\/www.cheatography.com\/murenei\/cheat-sheets\/natural-language-processing-with-python-and-nltk\/pdf\/<\/a><\/li>\n<li><strong>spaCy Cheat Sheet<\/strong>: <a href=\"https:\/\/www.datacamp.com\/community\/blog\/spacy-cheatsheet\" target=\"_blank\" rel=\"noopener noreferrer\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.datacamp.com\/community\/blog\/spacy-cheatsheet&amp;source=gmail&amp;ust=1584452752405000&amp;usg=AFQjCNFvgpcknXRgiRm84djFaz4sOgbbgQ\">https:\/\/www.datacamp.com\/community\/blog\/spacy-cheatsheet<\/a><\/li>\n<\/ul>\n<div dir=\"auto\">\n<div class=\"jsx-1927945418 header Python\">\n<div class=\"jsx-1927945418 voteAndSocial\">\n<div class=\"jsx-1972554161 Upvote\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Abaixo alguns materiais que considero interessantes para quem deseja iniciar estudos na \u00e1rea de Processamento de Linguagem Natural. Bibliotecas e Frameworks NLTK spaCy ELMo CoreNLP Stanza polyglot&hellip; <span class=\"read-more\"><a class=\"more-link\" href=\"https:\/\/wp.ufpel.edu.br\/larissa\/material\/\" rel=\"bookmark\">Leia Mais <span class=\"screen-reader-text\">&#8220;Material&#8221;<\/span><\/a><\/span><\/p>\n","protected":false},"author":825,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-71","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/pages\/71","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/users\/825"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/comments?post=71"}],"version-history":[{"count":17,"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/pages\/71\/revisions"}],"predecessor-version":[{"id":122,"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/pages\/71\/revisions\/122"}],"wp:attachment":[{"href":"https:\/\/wp.ufpel.edu.br\/larissa\/wp-json\/wp\/v2\/media?parent=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}