{"id":15400,"date":"2025-03-24T13:06:23","date_gmt":"2025-03-24T13:06:23","guid":{"rendered":"https:\/\/unp.education\/content\/?p=15400"},"modified":"2025-03-24T13:06:23","modified_gmt":"2025-03-24T13:06:23","slug":"actual-differnce-between-data-science-and-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/unp.education\/content\/actual-differnce-between-data-science-and-artificial-intelligence\/","title":{"rendered":"Is Data Science and Data Analytics are Same or Different"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15400\" class=\"elementor elementor-15400\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69febe2 e-flex e-con-boxed e-con e-parent\" data-id=\"69febe2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca3b001 elementor-widget elementor-widget-text-editor\" data-id=\"ca3b001\" 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>Data science and data analytics are two terms that are often used interchangeably. However, these two terminologies have bright lines that distinguish them. Both handle data but they are different in terms of the methods used and objectives involved.data science vs data analytics.<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/unp.education\/content\/actual-differnce-between-data-science-and-artificial-intelligence\/#Data_Analytics\" >Data Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/unp.education\/content\/actual-differnce-between-data-science-and-artificial-intelligence\/#Data_Science\" >Data Science<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/unp.education\/content\/actual-differnce-between-data-science-and-artificial-intelligence\/#Differences_between_data_science_vs_data_analytics\" >Differences between data science vs data analytics<\/a><\/li><\/ul><\/nav><\/div>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8840815 e-flex e-con-boxed e-con e-parent\" data-id=\"8840815\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-216d612 elementor-widget elementor-widget-heading\" data-id=\"216d612\" 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\"><span class=\"ez-toc-section\" id=\"Data_Analytics\"><\/span><a href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\">Data Analytics<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31f8e5e elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"31f8e5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"975\" height=\"548\" src=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-1024x576.jpg\" class=\"attachment-large size-large wp-image-15020\" alt=\"ChatGPT for Data Science\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-1024x576.jpg 1024w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-300x169.jpg 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-768x432.jpg 768w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-1536x864.jpg 1536w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-2048x1152.jpg 2048w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-1320x743.jpg 1320w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ChatGPT-for-Data-Science-600x338.jpg 600w\" sizes=\"(max-width: 975px) 100vw, 975px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de70646 elementor-widget elementor-widget-text-editor\" data-id=\"de70646\" 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>Data analytics involves taking large volumes of datasets and drawing conclusions from what is contained in them. It employs computational and statistical techniques to find relationships within data. The purpose of data analytics is to decipher what has happened historically and why it took place.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b448c3 elementor-widget elementor-widget-text-editor\" data-id=\"9b448c3\" 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>Some tools used in data analytics include Excel, SQL, and Tableau. The analytics professional excel when work with big datasets, cleaning data, graphical presentation techniques as well as using statistics.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0ec5dfa e-flex e-con-boxed e-con e-parent\" data-id=\"0ec5dfa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-24450a5 e-con-full e-flex e-con e-child\" data-id=\"24450a5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-efb90f8 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"efb90f8\" 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><strong>Ready to take you Data Science and Machine Learning skills to the next level? Check out our comprehensive Mastering Data Science and ML with Python course.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bfef1ce e-con-full e-flex e-con e-child\" data-id=\"bfef1ce\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-193bf29 elementor-widget elementor-widget-image\" data-id=\"193bf29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-300x169.png\" class=\"attachment-medium size-medium wp-image-15815\" alt=\"Mastering Data Science and ML with Python\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-300x169.png 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-1024x576.png 1024w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-768x432.png 768w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-600x338.png 600w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194.png 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e0c33f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"5e0c33f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/unp.education\/course-overview\/mastering-data-science-and-ml-with-python\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Register Now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-809567c e-flex e-con-boxed e-con e-parent\" data-id=\"809567c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-625c373 elementor-widget elementor-widget-heading\" data-id=\"625c373\" 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\"><span class=\"ez-toc-section\" id=\"Data_Science\"><\/span><a href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\" target=\"_blank\">Data Science<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50b8a76 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"50b8a76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"975\" height=\"548\" src=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-1024x576.jpg\" class=\"attachment-large size-large wp-image-14468\" alt=\"Meta Ai image generator with Deep Learning Algorithm\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-1024x576.jpg 1024w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-300x169.jpg 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-768x432.jpg 768w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-1536x864.jpg 1536w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-2048x1152.jpg 2048w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-1320x743.jpg 1320w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Deep-Learning-Algorithm-600x338.jpg 600w\" sizes=\"(max-width: 975px) 100vw, 975px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ac698d elementor-widget elementor-widget-text-editor\" data-id=\"5ac698d\" 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>On the other hand, data science is the wider concept that covers data analytics. Data analytics focuses on past whereas data science focuses both on present and future matters. It entails using scientific methods like statistics, algorithms as well as machine learning to obtain meaning out of information in a computer system or network.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eff519c elementor-widget elementor-widget-text-editor\" data-id=\"eff519c\" 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>Programming languages that data scientists\u00a0professional are skilled in include Python and R, as well as databases such as Hadoop and Spark. In addition they have knowledge on advanced statistical techniques, machine learning, and data visualization.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ff91dc e-flex e-con-boxed e-con e-parent\" data-id=\"3ff91dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89d448a elementor-widget elementor-widget-heading\" data-id=\"89d448a\" 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\"><span class=\"ez-toc-section\" id=\"Differences_between_data_science_vs_data_analytics\"><\/span>Differences between data science vs data analytics<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d75128 elementor-widget elementor-widget-text-editor\" data-id=\"9d75128\" 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>One of the main differences between data science vs data analytics is the range of their work. The aim of data analytics is to solve specific business problems and extract insights from data to enable organizations make smarter decisions while in contrast, data science aims at creating new models, methods and tools for extracting information from datasets.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cbf3aa elementor-widget elementor-widget-text-editor\" data-id=\"9cbf3aa\" 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>Another difference is the level of technical expertise required. While a background in statistics and analysis is essential for a person working as a data analyst, one who wants to be a good professional scientist must have vast knowledge on programming, machine learning as well as visualizing of big datasets.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b2f4c3 elementor-widget elementor-widget-text-editor\" data-id=\"6b2f4c3\" 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>Data science is also about a lot of concentration on unstructured data sources like images, videos and audios. On the other hand, data analytics usually deals with structured information such as spreadsheets and databases.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ac36bf elementor-widget elementor-widget-text-editor\" data-id=\"6ac36bf\" 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>Lastly, data science concentrates more on prediction and forecasting. On the other hand, data analytics focuses on what happened in the past and why it happened.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-268fbae e-flex e-con-boxed e-con e-parent\" data-id=\"268fbae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0fe66b5 elementor-widget elementor-widget-text-editor\" data-id=\"0fe66b5\" 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>To sum up on that point, data science vs data analytics\u00a0are closely associated with one another since they both concern themselves with information. Data analytics refers to drawing insights from information so as to resolve particular business issues while data science comprises development of new methods as well as tools for analyzing it. Both fields require a strong background in statistics and data analysis; however, the field of data science requires more advanced technical skills such as machine learning and programming.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5356a1a e-flex e-con-boxed e-con e-parent\" data-id=\"5356a1a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-30a0a12 e-con-full e-flex e-con e-child\" data-id=\"30a0a12\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d4780d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"0d4780d\" 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><strong>Ready to take you Data Science and Machine Learning skills to the next level? Check out our comprehensive Mastering Data Science and ML with Python course.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51cfe2d e-con-full e-flex e-con e-child\" data-id=\"51cfe2d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cff9492 elementor-widget elementor-widget-image\" data-id=\"cff9492\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-300x169.png\" class=\"attachment-medium size-medium wp-image-15815\" alt=\"Mastering Data Science and ML with Python\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-300x169.png 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-1024x576.png 1024w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-768x432.png 768w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194-600x338.png 600w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Mastering-Data-Science-ML-with-Python_1721672148194.png 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f18620d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"f18620d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/unp.education\/course-overview\/mastering-data-science-and-ml-with-python\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Register Now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data science and data analytics are two terms that are often used interchangeably. However, these two terminologies have bright lines that distinguish them. Both handle data but they are different in terms of the methods used and objectives involved.data science vs data analytics. Data Analytics Data analytics involves taking large volumes of datasets and drawing &#8230; <a title=\"Is Data Science and Data Analytics are Same or Different\" class=\"read-more\" href=\"https:\/\/unp.education\/content\/actual-differnce-between-data-science-and-artificial-intelligence\/\" aria-label=\"Read more about Is Data Science and Data Analytics are Same or Different\">Read more<\/a><\/p>\n","protected":false},"author":7951,"featured_media":15579,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,16,20],"tags":[],"class_list":["post-15400","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analysis","category-data-science","category-edtech-industry"],"_links":{"self":[{"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts\/15400","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/users\/7951"}],"replies":[{"embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/comments?post=15400"}],"version-history":[{"count":37,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts\/15400\/revisions"}],"predecessor-version":[{"id":16178,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts\/15400\/revisions\/16178"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/media\/15579"}],"wp:attachment":[{"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/media?parent=15400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/categories?post=15400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/tags?post=15400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}