{"id":22939,"date":"2021-06-01T11:09:00","date_gmt":"2021-06-01T11:09:00","guid":{"rendered":"https:\/\/www.experfy.com\/blog\/introduction-to-data-libraries-for-small-data-science-teams\/"},"modified":"2023-09-08T13:17:38","modified_gmt":"2023-09-08T13:17:38","slug":"introduction-to-data-libraries-for-small-data-science-teams","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/experfy-insights\/introduction-to-data-libraries-for-small-data-science-teams\/","title":{"rendered":"No Data Engineers, No Problem: How a Small Data Science Team Can Standardize and Centralize Data with a Data Library"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22939\" class=\"elementor elementor-22939\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-b27a274 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b27a274\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-903cc39\" data-id=\"903cc39\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0e159e5 elementor-widget elementor-widget-heading\" data-id=\"0e159e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Introduction<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a642ab1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a642ab1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f59db38\" data-id=\"f59db38\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4edc3bc elementor-widget elementor-widget-text-editor\" data-id=\"4edc3bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Access to and control of data is one of the biggest challenges faced by data analysts and data scientists.\u00a0 Creative, persistent analysts find ways to get access to at least some of this data but doing that efficiently in a way that is also standardized and centralized for everyone on the team is difficult. These teams may not have the budget, skills, or IT support needed to successfully implement a data management application. In this series, I will explain a principled approach to home-grown data management that has a low technical barrier to entry and is platform-agnostic: the Data Library.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Introduction Access to and control of data is one of the biggest challenges faced by data analysts and data scientists.\u00a0 Creative, persistent analysts find ways to get access to at least some of this data but doing that efficiently in a way that is also standardized and centralized for everyone on the team is difficult.<\/p>\n","protected":false},"author":1135,"featured_media":22921,"comment_status":"open","ping_status":"open","sticky":false,"template":"blog-template.php","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[962,963],"tags":[985,94],"ppma_author":[3185],"class_list":["post-22939","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-experfy-insights","category-blog-series","tag-data-library","tag-data-science"],"authors":[{"term_id":3185,"user_id":1135,"is_guest":0,"slug":"chris-umphlett","display_name":"Chris Umphlett","avatar_url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/Chris-Umphlett-150x150.jpg","user_url":"","last_name":"Umphlett","first_name":"Chris","job_title":"","description":"Chris Umphlett is the Manager of Data Analysis and Data Privacy at TechSmith, the makers of great software like Snagit and Camtasia. Before that he worked on analytics teams in the consumer packaged goods, life insurance, and utility industries. He lives in East Lansing, Michigan with his wife and young children."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/1135"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=22939"}],"version-history":[{"count":34,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22939\/revisions"}],"predecessor-version":[{"id":30690,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22939\/revisions\/30690"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/22921"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=22939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=22939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=22939"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=22939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}