
{"id":48642,"date":"2026-10-23T11:06:32","date_gmt":"2026-10-23T11:06:32","guid":{"rendered":"https:\/\/gtracademy.org\/blog\/?p=48642"},"modified":"2026-10-23T11:06:33","modified_gmt":"2026-10-23T11:06:33","slug":"nlp-in-modern-data-science","status":"publish","type":"post","link":"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/","title":{"rendered":"What Is the Role of NLP in Modern Data Science Applications?"},"content":{"rendered":"\n<p>NLP (Natural Language Processing) is the capacity of a computer program to comprehend and manipulate human language. Today\u2019s data science transforms messy text \u2013 emails, reviews, chats, documents \u2013 into structured insight a business can act on. Today, in modern data science NLP is at the heart of chatbots, search engines and AI assistants.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Connect_With_Us_WhatsApp\"><\/span><strong>Connect With Us:\u00a0<a href=\"https:\/\/api.whatsapp.com\/send\/?phone=919650518049&amp;text=Hi%2C%20I%20want%20to%20know%20more%20about%20GTR%20academy%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">WhatsApp<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-1024x529.webp\" alt=\"Modern Data Science\" class=\"wp-image-48650\" srcset=\"https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-1024x529.webp 1024w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-300x155.webp 300w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-768x397.webp 768w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-1536x794.webp 1536w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-2048x1058.webp 2048w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-813x420.webp 813w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-150x78.webp 150w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-696x360.webp 696w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-1068x552.webp 1068w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/What-Is-the-Role-of-NLP-in-Modern-Data-Science-Applications-1920x992.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\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 eztoc-toggle-hide-by-default' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Connect_With_Us_WhatsApp\" >Connect With Us:\u00a0WhatsApp<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#What_Is_NLP_in_Data_Science\" >What Is NLP in 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:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Where_Is_NLP_Used_in_Real_Applications\" >Where Is NLP Used in Real Applications?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Which_Skills_and_Tools_Do_You_Need\" >Which Skills and Tools Do You Need?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#What_Projects_Help_You_Learn_NLP\" >What Projects Help You Learn NLP?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Who_Should_Learn_NLP\" >Who Should Learn NLP?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#How_Do_You_Choose_the_Right_AI_Training\" >How Do You Choose the Right AI Training?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#What_Beginner_Mistakes_Should_You_Avoid\" >What Beginner Mistakes Should You Avoid?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Frequently_Asked_Questions\" >Frequently Asked Questions<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#1_What_is_NLP_in_simple_terms\" >1. What is NLP in simple terms?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#2_Is_NLP_important_for_modern_data_science\" >2. Is NLP important for modern data science?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#3_Do_I_need_coding_skills_to_learn_NLP\" >3. Do I need coding skills to learn NLP?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#4_How_long_does_it_take_to_learn_NLP\" >4. How long does it take to learn NLP?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#5_Can_I_learn_NLP_in_a_data_science_AI_online_course\" >5. Can I learn NLP in a data science AI online course?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Connect_With_Us_WhatsApp-2\" >Connect With Us:\u00a0WhatsApp<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Recommended_Blogs_SAP_MM_Course_in_India_What_Is_the_Cost_Which_Data_Science_Course_Is_Best_for_Career_Change_in_2026\" >Recommended Blogs: SAP MM Course in India: What Is the Cost? Which Data Science Course Is Best for Career Change in 2026?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/gtracademy.org\/blog\/nlp-in-modern-data-science\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Is_NLP_in_Data_Science\"><\/span><a href=\"https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/10\/Which-Data-Science-Course-Is-Best-for-Career-Change-in-2026.webp\"><\/a><strong>What Is NLP in Data Science?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Natural Language Processing (NLP) is a subfield of artificial intelligence that merges linguistics with machine learning. The majority of business data is unstructured text, and traditional analytics programs are not well suited to handle it. NLP closes this gap by decomposing language into patterns that a model can learn.<\/p>\n\n\n\n<p><strong>A typical NLP pipeline contains:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>TEXT CLEANING Remove noise, punctuations and unwanted characters.<\/li>\n\n\n\n<li>Tokenization: split text into words or subwords<\/li>\n\n\n\n<li>Embeddings: mapping words into some meaningful vector form of numbers<\/li>\n\n\n\n<li>Modeling: Text classification, summarization, translation and generation<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Where_Is_NLP_Used_in_Real_Applications\"><\/span><strong>Where Is NLP Used in Real Applications?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>You might even be using NLP every day without even knowing it.<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Customer Service: Support tickets and chatbots<\/li>\n\n\n\n<li>Marketing: Sentiment Analysis of Social Post &amp; Review<\/li>\n\n\n\n<li>Search: Semantic Search and Query Understanding<\/li>\n\n\n\n<li>Financial and legal: Contract review, document summarizing<\/li>\n\n\n\n<li>Clinical Notes: Mining Information from Healthcare<\/li>\n\n\n\n<li>Recruitment: How to read CVs and spot candidates<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Which_Skills_and_Tools_Do_You_Need\"><\/span><strong>Which Skills and Tools Do You Need?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>You don\u2019t need a linguistics degree. You need a good grounding in:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python, standard libraries like Pandas, NumPy Statistics and basics of machine learning<\/li>\n\n\n\n<li>NLProc libraries: NLTK, spaCy, Hugging Face Transformers<\/li>\n\n\n\n<li>Deep learning frameworks: Tensorflow or PyTorch?<\/li>\n<\/ul>\n\n\n\n<p>Many learners begin their AI journey with a <strong><a href=\"https:\/\/gtracademy.org\/data-science-ai-course-online-with-ml-dl-nlp\/\">Data Science Online Course<\/a><\/strong> because it\u2019s logical to learn these foundational building blocks, from the fundamentals of Python to transformers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Projects_Help_You_Learn_NLP\"><\/span><strong>What Projects Help You Learn NLP?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Projects are more than theory. Here are some good choices for beginners and intermediates:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Product reviews sentiment analyzer<\/li>\n\n\n\n<li>detection of fake\/spam news<\/li>\n\n\n\n<li>CV scanning tool<\/li>\n\n\n\n<li>A document summary tool.<\/li>\n\n\n\n<li>A simple chatbot that answers questions<\/li>\n<\/ul>\n\n\n\n<p>These are all portfolio pieces you can talk about in interviews.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Who_Should_Learn_NLP\"><\/span><strong>Who Should Learn NLP?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>NLP is for grads, IT guys, analysts, devs and marketers who want to learn about AI in industry. If you know basic logic and you want to practice python you can start from zero.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_Do_You_Choose_the_Right_AI_Training\"><\/span><strong>How Do You Choose the Right AI Training?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>\u201cNot all online AI course training programs are the same. Search for: (1)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Industry relevant curriculum covering NLP, LLMs and generative AI (not just the old machine learning topics) Trainers Hands-on project experience<\/li>\n\n\n\n<li>Hands-on learning with coding as part of each session<\/li>\n\n\n\n<li>Real world projects, not school work<\/li>\n\n\n\n<li>Live or On-Demand Classes That Fit Your Schedule<\/li>\n\n\n\n<li>Advice on Careers &amp; Interview Preparation<\/li>\n\n\n\n<li>Certificate awarded and placement assistance<\/li>\n<\/ul>\n\n\n\n<p>Check out the syllabus, ask to see sample projects, talk to previous students before you sign up.<\/p>\n\n\n\n<p>You can consider <strong><a href=\"https:\/\/gtracademy.org\/\">GTR Academy<\/a><\/strong> as one of the options. The Data Science with AI program provides project-based practice, trainer guidance, interview preparation, and 100% Placement Assistance. The results will continue to depend on your effort and skill level.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Beginner_Mistakes_Should_You_Avoid\"><\/span><strong>What Beginner Mistakes Should You Avoid?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jumping into transformers without learning python and stats first.<\/li>\n\n\n\n<li>Tutorials to read, nothing to build.<\/li>\n\n\n\n<li>Ignoring text pre-processing, which has a huge impact on the quality of the model;<\/li>\n\n\n\n<li>Do not include model evaluation metrics (precision, recall, F1, etc).<\/li>\n\n\n\n<li>Select a course because it costs little<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span><strong>Frequently Asked Questions<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_What_is_NLP_in_simple_terms\"><\/span><strong><strong>1. What is NLP in simple terms?<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>NLP is the technology that enables computers to understand, interpret and generate human language such as text and speech.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Is_NLP_important_for_modern_data_science\"><\/span><strong><strong>2. Is NLP important for modern data science?<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Yes. To get insights from most business data, which is unstructured text, NLP is a must-have in modern data science work.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Do_I_need_coding_skills_to_learn_NLP\"><\/span><strong><strong>3. Do I need coding skills to learn NLP?<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>All you need for starting is some basic python. Most good programs teach you this on day one.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_How_long_does_it_take_to_learn_NLP\"><\/span><strong><strong>4. How long does it take to learn NLP?<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Most learners learn the basics in 2-3 months with consistent practice. Projects become more confident over time.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Can_I_learn_NLP_in_a_data_science_AI_online_course\"><\/span><strong><strong>5. Can I learn NLP in a data science AI online course?<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Yes if the course has python, machine learning, deep learning and NLP with live practice and real projects.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Connect_With_Us_WhatsApp-2\"><\/span><strong>Connect With Us:\u00a0<a href=\"https:\/\/api.whatsapp.com\/send\/?phone=919650518049&amp;text=Hi%2C%20I%20want%20to%20know%20more%20about%20GTR%20academy%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">WhatsApp<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Recommended_Blogs_SAP_MM_Course_in_India_What_Is_the_Cost_Which_Data_Science_Course_Is_Best_for_Career_Change_in_2026\"><\/span><strong>Recommended Blogs:<\/strong><br><strong><a href=\"https:\/\/gtracademy.org\/blog\/sap-mm-course-in-india\/\"><\/a><a href=\"https:\/\/gtracademy.org\/blog\/sap-mm-course-in-india\/\">SAP MM Course in India: What Is the Cost?<\/a><br><\/strong><a href=\"https:\/\/gtracademy.org\/blog\/sap-sd-certification-roadmap-beginners\/\"><\/a><strong><a href=\"https:\/\/gtracademy.org\/blog\/sap-sd-certification-roadmap-beginners\/\"><\/a><a href=\"https:\/\/gtracademy.org\/blog\/best-data-science-course-for-career-change\/\">Which Data Science Course Is Best for Career Change in 2026?<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Today, NLP is a core component of modern data science, used to power everything from search to chatbots to document analysis. If you want to build a career here, start by learning python and machine learning, and then specialize in NLP by working on real projects. Pick a program with a modern curriculum, experiential learning and career services that are top notch.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>NLP (Natural Language Processing) is the capacity of a computer program to comprehend and manipulate human language. Today\u2019s data science transforms messy text \u2013 emails, reviews, chats, documents \u2013 into structured insight a business can act on. Today, in modern data science NLP is at the heart of chatbots, search engines and AI assistants. Connect [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":48650,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[1423,1479,311],"class_list":{"0":"post-48642","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"tag-artificial-intelligence","9":"tag-data-science-course","10":"tag-nlp-in-data-science"},"_links":{"self":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/48642","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/comments?post=48642"}],"version-history":[{"count":1,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/48642\/revisions"}],"predecessor-version":[{"id":48651,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/48642\/revisions\/48651"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media\/48650"}],"wp:attachment":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media?parent=48642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/categories?post=48642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/tags?post=48642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}