{"id":2071,"date":"2020-10-27T21:10:14","date_gmt":"2020-10-27T22:10:14","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=2071"},"modified":"2020-10-27T21:29:55","modified_gmt":"2020-10-27T22:29:55","slug":"ds-beginners-guide","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/data-mining\/ds-beginners-guide\/","title":{"rendered":"DS Beginners Guide"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/dataaspirant.com\/for-beginners\/\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/sites.uac.pt\/amendes\/files\/2020\/10\/Captura-de-ecr\u00e3-2020-10-27-202056-1.png\" alt=\"\" class=\"wp-image-2072\" width=\"401\" height=\"227\" srcset=\"https:\/\/sites.uac.pt\/amendes\/files\/2020\/10\/Captura-de-ecr\u00e3-2020-10-27-202056-1.png 534w, https:\/\/sites.uac.pt\/amendes\/files\/2020\/10\/Captura-de-ecr\u00e3-2020-10-27-202056-1-300x170.png 300w\" sizes=\"auto, (max-width: 401px) 100vw, 401px\" \/><\/a><figcaption>clique na imagem para seguir o link<\/figcaption><\/figure><\/div>\n\n\n\n<p class=\"has-text-color has-background has-luminous-vivid-orange-color has-very-dark-gray-background-color\">Muitos links com informa\u00e7\u00e3o relevante para Data Science<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Quick Start Concepts<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/dataaspirant.com\/how-to-get-first-job-data-scientist\/\">How to get your first job as a data scientist<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Projects<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/dataaspirant.com\/build-email-spam-classification-model-spacy-python\/\">Email Spam Classifier With Spacy<\/a><\/li><li><a href=\"https:\/\/dataaspirant.com\/credit-card-fraud-detection-classification-algorithms-python\/\">Credit Card Fraud Prediction<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Introductory&nbsp;Concepts<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/dataaspirant.com\/data-mining\/\">Introduction to data mining techniques<\/a><\/li><li><a href=\"https:\/\/dataaspirant.com\/supervised-and-unsupervised-learning\/\">Supervised and Unsupervised learning algorithms<\/a><\/li><li><a href=\"https:\/\/dataaspirant.com\/classification-and-prediction\/\">Difference between classification and Prediction techniques<\/a><\/li><li><a href=\"https:\/\/dataaspirant.com\/classification-clustering-alogrithms\/\">Classification and Clustering Algorithms<\/a><\/li><li><a href=\"https:\/\/dataaspirant.com\/feature-selection-techniques-r\/\" target=\"_blank\" rel=\"noreferrer noopener\">Feature selection techniques in R<\/a><\/li><li><a href=\"https:\/\/dataaspirant.com\/handle-imbalanced-data-machine-learning\/\">How to handle imbalanced datasets in machine learning<\/a><\/li><\/ul>\n\n\n\n<p>&#8230;.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Muitos links com informa\u00e7\u00e3o relevante para Data Science Quick Start Concepts How to get your first job as a data scientist Projects Email Spam Classifier With Spacy Credit Card Fraud Prediction Introductory&nbsp;Concepts Introduction to data mining techniques Supervised and Unsupervised learning algorithms Difference between classification and Prediction techniques Classification and Clustering Algorithms Feature selection techniques [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103,4066],"tags":[4070,4068,4050,4069],"class_list":["post-2071","post","type-post","status-publish","format-standard","hentry","category-data-mining","category-data-science","tag-ml","tag-models","tag-python","tag-r"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/2071","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=2071"}],"version-history":[{"count":5,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/2071\/revisions"}],"predecessor-version":[{"id":2076,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/2071\/revisions\/2076"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=2071"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=2071"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=2071"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}