{"id":15413,"date":"2025-03-24T13:12:17","date_gmt":"2025-03-24T13:12:17","guid":{"rendered":"https:\/\/unp.education\/content\/?p=15413"},"modified":"2025-03-24T13:12:17","modified_gmt":"2025-03-24T13:12:17","slug":"is-artificial-intelligence-and-data-science-engineering-are-different","status":"publish","type":"post","link":"https:\/\/unp.education\/content\/is-artificial-intelligence-and-data-science-engineering-are-different\/","title":{"rendered":"Is Artificial Intelligence and Data Science Engineering are Different"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15413\" class=\"elementor elementor-15413\">\n\t\t\t\t<div class=\"elementor-element elementor-element-144c53c e-flex e-con-boxed e-con e-parent\" data-id=\"144c53c\" 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-51e6af7 elementor-widget elementor-widget-text-editor\" data-id=\"51e6af7\" 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><span id=\"input-sentence~0\">When it comes to technology two words that are most commonly used in parallel are Artificial Intelligence and <a href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\"><span style=\"text-decoration: underline;\"><span style=\"color: #3366ff; text-decoration: underline;\">data science<\/span><\/span><\/a> engineering. Thus, it is also important to understand what the differences between the two are, although they are rather close in many aspects.<\/span><span id=\"input-sentence~1\"> These are reviews of do\u2019s and don\u2019ts which briefly explain engineering characteristics of AI and data science that will be discussed in this article.<\/span><\/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\/is-artificial-intelligence-and-data-science-engineering-are-different\/#Artificial_Intelligence_AI\" >Artificial Intelligence (AI) :<\/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\/is-artificial-intelligence-and-data-science-engineering-are-different\/#Data_Science_Engineering\" >Data Science Engineering :<\/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\/is-artificial-intelligence-and-data-science-engineering-are-different\/#Distinctions_between_AI_and_Data_Science_Engineering\" >Distinctions between AI and Data Science Engineering :<\/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-69c5df0f e-flex e-con-boxed e-con e-parent\" data-id=\"69c5df0f\" 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-4260f063 elementor-widget elementor-widget-heading\" data-id=\"4260f063\" 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=\"Artificial_Intelligence_AI\"><\/span><a href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\">Artificial Intelligence (AI) :<\/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-25013a52 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"25013a52\" 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=\"509\" height=\"333\" src=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ai-7111802_640-e1721821155194.jpg\" class=\"attachment-large size-large wp-image-15617\" alt=\"Artificial intelligence\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ai-7111802_640-e1721821155194.jpg 509w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/ai-7111802_640-e1721821155194-300x196.jpg 300w\" sizes=\"(max-width: 509px) 100vw, 509px\" \/>\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-260434a9 elementor-widget elementor-widget-text-editor\" data-id=\"260434a9\" 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><span id=\"input-sentence~1\">AI or Artificial Intelligence can be defined as the enactment of intelligent machineries to execute functions that are usually done by humans.<\/span><span id=\"input-sentence~2\"> They are meant to be programs that have the capacity to adapt in learning from data and then make a decision or a prediction. AI as a broad subject comprises of many disciplines among them are machine learning, natural language processing computer vision and robotics.<\/span><\/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-488ae18 e-flex e-con-boxed e-con e-parent\" data-id=\"488ae18\" 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-c04e2af e-con-full e-flex e-con e-child\" data-id=\"c04e2af\" 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-6f0313c elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6f0313c\" 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>Ready to take your data analysis skills to the next level? Check out our comprehensive Python for Data Science Course!<\/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-545cb5f e-con-full e-flex e-con e-child\" data-id=\"545cb5f\" 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-04fc4a7 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-image\" data-id=\"04fc4a7\" 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\/UNP_Python-for-DS_1693189096908-300x169.png\" class=\"attachment-medium size-medium wp-image-14748\" alt=\"Python for data science\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-300x169.png 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-1024x576.png 1024w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-768x432.png 768w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-600x338.png 600w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908.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-5e0f821 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"5e0f821\" 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\/python-for-data-science\">\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-11039e7 e-flex e-con-boxed e-con e-parent\" data-id=\"11039e7\" 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-076eb1b elementor-widget elementor-widget-heading\" data-id=\"076eb1b\" 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_Engineering\"><\/span><a href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\">Data Science Engineering :<\/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-1e83281 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"1e83281\" 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=\"736\" height=\"414\" src=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Tips-for-people-who-are-starting-a-career-in-the-field-of-data-science.jpg\" class=\"attachment-large size-large wp-image-15618\" alt=\"Data science\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Tips-for-people-who-are-starting-a-career-in-the-field-of-data-science.jpg 736w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Tips-for-people-who-are-starting-a-career-in-the-field-of-data-science-300x169.jpg 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/Tips-for-people-who-are-starting-a-career-in-the-field-of-data-science-600x338.jpg 600w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/>\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-8477b53 elementor-widget elementor-widget-text-editor\" data-id=\"8477b53\" 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><span id=\"input-sentence~3\"><a href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\"><span style=\"text-decoration: underline;\"><span style=\"color: #3366ff; text-decoration: underline;\">Data Science<\/span><\/span><\/a> Engineering, on the other hand, is a field that deals with the identification of actionable patterns from large numbers. This job requires the application of statistical analysis, data mining, and programming skills to solve data sets problems.<\/span><span id=\"input-sentence~4\"> Analysts use equipment and software solutions to analyze the initial unprocessed data in order to extract significant information for the company.<\/span><\/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-5f13f4c e-flex e-con-boxed e-con e-parent\" data-id=\"5f13f4c\" 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-eb3f3ed elementor-widget elementor-widget-heading\" data-id=\"eb3f3ed\" 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=\"Distinctions_between_AI_and_Data_Science_Engineering\"><\/span>Distinctions between AI and Data Science Engineering :<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-b045a6d elementor-widget elementor-widget-text-editor\" data-id=\"b045a6d\" 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><span id=\"input-sentence~4\">While, therefore, AI and data science engineering have several similarities in terms of their professional profiles, the two career paths are rather different.<\/span><span id=\"input-sentence~5\"><\/span><\/p><p><strong>1.<\/strong> Scope and Purpose: AI is the science of creating smart machine that are capable of functioning and making decisions like humans. &#8211; <span style=\"text-decoration: underline; color: #0000ff;\"><strong><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/unp.education\/course-overview\/6395313bed83c9e87b578ace\">Data Science<\/a><\/strong><\/span> Engineering deals with the data management to arrive at useful conclusions and to implement the same for dealing with authentic issues.<span id=\"input-sentence~6\"><\/span><\/p><p><strong>2.<\/strong> Techniques and Methods: Discovered as machine learning, deep learning, and neural networks, AI makes it possible for systems to learn from datasets and predict or decide. &#8211; In Data Science Engineering, there are procedures such as statistical analysis, data visualization, and data mining with the primary intention of finding patterns, trends, and correlations in the data.<\/p><p><strong><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1a:\" data-state=\"closed\">3. <\/span><\/strong><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1b:\" data-state=\"closed\">Applications: &#8211; AI is used in various fields such as, home assistants, self-driving cars, financial forgery detection, and recommendation engines. <\/span><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1c:\" data-state=\"closed\">&#8211; Consequently, Data Science Engineering has numerous applications in the fields like Business Analytics, Predictive Modeling, Healthcare Analytics, and Predictive Analytics for Forecasting.<\/span><\/p><p><strong><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1d:\" data-state=\"closed\">4. <\/span><\/strong><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1e:\" data-state=\"closed\">Emphasis on Data: AI strongly depends on data in order to train the models and increase the effectiveness of the employed systems. <\/span><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1f:\" data-state=\"closed\">&#8211; Data Science Engineering deals with identifying data, acquiring the raw data, cleaning it and transforming the data into an understandable format and making it useful for some or the other decision making process.<\/span><\/p><p><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1g:\" data-state=\"closed\"><strong>5.<\/strong> <\/span><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1h:\" data-state=\"closed\">Skill Sets: AI personnel need clinical knowledge of the algorithms, programming languages \u2013 Python and\/or R, and skills in designing and training AI systems. <\/span><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1i:\" data-state=\"closed\">&#8211; Data Science Engineers are individuals who work with data and to perform data analysis and have expertise in statistical analysis, data manipulation, data visualization and also have data knowledge so that they can make valuable insights from data .<\/span><\/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-cb35d68 e-flex e-con-boxed e-con e-parent\" data-id=\"cb35d68\" 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-5a196eb elementor-widget elementor-widget-text-editor\" data-id=\"5a196eb\" 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><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color  transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1j:\" data-state=\"closed\">Therefore, it can be summarized that although artificial intelligence and data science engineering are related and share close links, they were established with different aims and strategies. <\/span><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color  transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1k:\" data-state=\"closed\">AI is about designing intelligent machines that can perform the tasks done by human beings on their own, while the data science engineering is about how to acquire a rich and useful information from available sources to conquer the existing problems. <\/span><span class=\"cursor-pointer whitespace-pre-line text-base font-normal text-title-color  transition-opacity duration-150 hover:bg-gray-200\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:r1l:\" data-state=\"closed\">It is necessary to understand the differences of both fields when it comes to implementing and developing advanced technologies and innovations.<\/span><\/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-d2c5118 e-flex e-con-boxed e-con e-parent\" data-id=\"d2c5118\" 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-82a9fdb e-con-full e-flex e-con e-child\" data-id=\"82a9fdb\" 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-a31eefe elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a31eefe\" 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>Ready to take your data analysis skills to the next level? Check out our comprehensive Python for Data Science Course!<\/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-54b32ce e-con-full e-flex e-con e-child\" data-id=\"54b32ce\" 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-7971ab1 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-image\" data-id=\"7971ab1\" 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\/UNP_Python-for-DS_1693189096908-300x169.png\" class=\"attachment-medium size-medium wp-image-14748\" alt=\"Python for data science\" srcset=\"https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-300x169.png 300w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-1024x576.png 1024w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-768x432.png 768w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908-600x338.png 600w, https:\/\/unp.education\/content\/wp-content\/uploads\/2024\/07\/UNP_Python-for-DS_1693189096908.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-c59d5bd elementor-align-center elementor-widget elementor-widget-button\" data-id=\"c59d5bd\" 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\/python-for-data-science\">\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>When it comes to technology two words that are most commonly used in parallel are Artificial Intelligence and data science engineering. Thus, it is also important to understand what the differences between the two are, although they are rather close in many aspects. These are reviews of do\u2019s and don\u2019ts which briefly explain engineering characteristics &#8230; <a title=\"Is Artificial Intelligence and Data Science Engineering are Different\" class=\"read-more\" href=\"https:\/\/unp.education\/content\/is-artificial-intelligence-and-data-science-engineering-are-different\/\" aria-label=\"Read more about Is Artificial Intelligence and Data Science Engineering are Different\">Read more<\/a><\/p>\n","protected":false},"author":7951,"featured_media":15622,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,17,16,20,19],"tags":[],"class_list":["post-15413","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","category-data-analysis","category-data-science","category-edtech-industry","category-machine-learning"],"_links":{"self":[{"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts\/15413","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=15413"}],"version-history":[{"count":49,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts\/15413\/revisions"}],"predecessor-version":[{"id":16169,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/posts\/15413\/revisions\/16169"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/media\/15622"}],"wp:attachment":[{"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/media?parent=15413"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/categories?post=15413"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/unp.education\/content\/wp-json\/wp\/v2\/tags?post=15413"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}