{"id":17394,"date":"2024-07-03T17:14:24","date_gmt":"2024-07-03T11:44:24","guid":{"rendered":"https:\/\/milestone.ac.in\/?p=17394"},"modified":"2025-04-02T11:28:10","modified_gmt":"2025-04-02T11:28:10","slug":"top-machine-learning-applications","status":"publish","type":"post","link":"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/","title":{"rendered":"Top 15 Machine learning applications with Examples [2024]"},"content":{"rendered":"Machine Learning is the most popular term in this developing world, which is transforming business all over the world with the ability to learn, adapt, and improve over time without explicit coding. Personalized marketing, autonomous driving, healthcare diagnostics, financial forecasts, and other fields are being revolutionized by machine learning (ML) applications. In this complete blog we will be understanding the \u201c<strong>top machine learning applications<\/strong>\u201d with examples, as well as an overview of ML types and ethical implications by making it clear how this technology is shaping the future.\r\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#What_is_Machine_Learning_Definition\" >What is Machine Learning? (Definition)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Top_Machine_Learning_Applications_and_Examples\" >Top\u00a0 Machine Learning Applications and Examples<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#1_Healthcare\" >1. Healthcare<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#2_Finance\" >2. Finance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#3_Retail\" >3. Retail<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#4_Marketing\" >4. Marketing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#5_Automotive\" >5. Automotive<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#6_Cybersecurity\" >6. Cybersecurity<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#7_Agriculture\" >7. Agriculture<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#8_Gaming\" >8. Gaming<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#9_Natural_Language_Processing_NLP\" >9. Natural Language Processing (NLP)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#10_Recommendation_Systems\" >10. Recommendation Systems<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#11_Energy_Management\" >11. Energy Management<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#12_Manufacturing\" >12. Manufacturing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#13_Sentiment_Analysis\" >13. Sentiment Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#14_Fraud_Detection\" >14. Fraud Detection<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#15_Climate_Change\" >15. Climate Change<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Types_of_Machine_Learning\" >Types of Machine Learning<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#1_Supervised_Learning\" >1. Supervised Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#2_Unsupervised_Learning\" >2. Unsupervised Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#3_Reinforcement_Learning\" >3. Reinforcement Learning<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Future_Trends_in_Machine_Learning\" >Future Trends in Machine Learning<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Federated_Learning\" >Federated Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Explainable_AI\" >Explainable AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Quantum_Machine_Learning\" >Quantum Machine Learning<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Where_to_learn_Data_Science_with_Machine_Learning_and_AI\" >Where to learn Data Science with Machine Learning and AI?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Frequently_Asked_Questions\" >Frequently Asked Questions<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#What_are_the_main_challenges_of_implementing_Machine_Learning\" >What are the main challenges of implementing Machine Learning?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#Which_is_the_most_common_tool_used_in_machine_learning\" >Which is the most common tool used in machine learning?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/milestone.ac.in\/blog-mit\/top-machine-learning-applications\/#What_key_skills_are_necessary_for_a_career_in_machine_learning\" >What key skills are necessary for a career in machine learning?<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_is_Machine_Learning_Definition\"><\/span>What is Machine Learning? (Definition)<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<a href=\"https:\/\/en.wikipedia.org\/wiki\/Machine_learning\" rel=\"noopener\">Machine learning<\/a> (ML) is a main part of AI also said to be a branch of artificial intelligence which is Artificial Intelligence that allows systems to learn, understand, and improve from experience to get better without being explicitly programmed. Its main goal is to create algorithms which can access data, understand the patterns, and make the complete decisions with less human involvement.\r\n<h2><span class=\"ez-toc-section\" id=\"Top_Machine_Learning_Applications_and_Examples\"><\/span>Top\u00a0 Machine Learning Applications and Examples<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\nThere are many application of machine learning which are used in different sectors, some of the essential applications are mentioned below with their examples:\r\n<h4><span class=\"ez-toc-section\" id=\"1_Healthcare\"><\/span>1. Healthcare<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nMachine Learning in healthcare improves diagnostics, patient outcomes, and operational efficiency. For instance, <b>IBM Watson<\/b> analyzes medical data to suggest personalized treatment plans.\r\n<h4><span class=\"ez-toc-section\" id=\"2_Finance\"><\/span>2. Finance<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nIn finance, ML predicts stock prices, detects fraud, and automates trading. <b>PayPal<\/b> uses ML to prevent fraud by analyzing transaction patterns.\r\n<h4><span class=\"ez-toc-section\" id=\"3_Retail\"><\/span>3. Retail<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nDemand forecasting and customized recommendations are two ways machine learning improves the consumer experience. <b>Amazon<\/b> uses ML to recommend products based on browsing and purchase history.\r\n<h4><span class=\"ez-toc-section\" id=\"4_Marketing\"><\/span>4. Marketing<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML optimizes marketing campaigns by analyzing customer behavior and preferences. <b>Netflix<\/b> uses ML to recommend movies and shows based on viewing history.\r\n<h4><span class=\"ez-toc-section\" id=\"5_Automotive\"><\/span>5. Automotive<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML powers self-driving cars by interpreting sensory data like images and radar. <b>Tesla<\/b> utilizes ML for its Autopilot feature to navigate roads autonomously.\r\n<h4><span class=\"ez-toc-section\" id=\"6_Cybersecurity\"><\/span>6. Cybersecurity<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML detects and responds to cybersecurity threats in real-time by identifying anomalies in network traffic. <b>Darktrace<\/b> uses ML to detect and respond to cyber threats proactively.\r\n<h4><span class=\"ez-toc-section\" id=\"7_Agriculture\"><\/span>7. Agriculture<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML improves crop yield predictions, soil analysis, and pest control. <b>John Deere<\/b> employs ML for precision agriculture, optimizing planting and harvesting processes.\r\n<h4><span class=\"ez-toc-section\" id=\"8_Gaming\"><\/span>8. Gaming<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nMachine learning (ML) improves gaming experiences by creating intelligent opponents and realistic simulations. Games like <b>Chess<\/b> and <b>Go<\/b> use ML to develop advanced AI opponents.\r\n<h4><span class=\"ez-toc-section\" id=\"9_Natural_Language_Processing_NLP\"><\/span>9. Natural Language Processing (NLP)<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML powers virtual assistants like <b>Siri<\/b> and <b>Google Assistant<\/b>, enabling them to understand and respond to human speech.\r\n<h4><span class=\"ez-toc-section\" id=\"10_Recommendation_Systems\"><\/span>10. Recommendation Systems<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML <a href=\"https:\/\/www.geeksforgeeks.org\/introduction-to-algorithms\/\" rel=\"noopener\">algorithms<\/a> drive recommendation engines in platforms like <b>YouTube<\/b> and <b>Spotify<\/b>, suggesting content based on user preferences.\r\n<h4><span class=\"ez-toc-section\" id=\"11_Energy_Management\"><\/span>11. Energy Management<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML optimizes energy consumption and predicts energy demands, helping to balance supply and demand more efficiently.\r\n<h4><span class=\"ez-toc-section\" id=\"12_Manufacturing\"><\/span>12. Manufacturing<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML improves predictive maintenance of machinery, reducing downtime and optimizing production schedules.\r\n<h4><span class=\"ez-toc-section\" id=\"13_Sentiment_Analysis\"><\/span>13. Sentiment Analysis<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML analyzes social media and customer feedback to gauge public sentiment about products and brands.\r\n<h4><span class=\"ez-toc-section\" id=\"14_Fraud_Detection\"><\/span>14. Fraud Detection<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nML algorithms detect fraudulent activities in banking transactions, insurance claims, and online payments.\r\n<h4><span class=\"ez-toc-section\" id=\"15_Climate_Change\"><\/span>15. Climate Change<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nMachine learning programs track deforestation, forecast climate trends, and maximize the use of renewable energy sources.\r\n<h2><span class=\"ez-toc-section\" id=\"Types_of_Machine_Learning\"><\/span>Types of Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\nThere are majorly there types of machine learning which are as follows:\r\n<h4><span class=\"ez-toc-section\" id=\"1_Supervised_Learning\"><\/span>1. Supervised Learning<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nIn supervised learning, predictions or judgments are made by the algorithm by learning from labeled data. Example: <b>Email Spam Detection<\/b>.\r\n<h4><span class=\"ez-toc-section\" id=\"2_Unsupervised_Learning\"><\/span>2. Unsupervised Learning<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nUsing input data without labeled responses, unsupervised learning uncovers deeper patterns or related structures. Example: <b>Customer Segmentation<\/b>.\r\n<h4><span class=\"ez-toc-section\" id=\"3_Reinforcement_Learning\"><\/span>3. Reinforcement Learning<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nReinforcement learning trains algorithms to make sequences of decisions, learning from trial and error with feedback. Example: <b>Game Playing AI<\/b>.\r\n<h2><span class=\"ez-toc-section\" id=\"Future_Trends_in_Machine_Learning\"><\/span>Future Trends in Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<h4><span class=\"ez-toc-section\" id=\"Federated_Learning\"><\/span>Federated Learning<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nFederated learning enables ML models to be trained across multiple decentralized devices while keeping data localized. This method decreases the requirement for centralized data storage, improving privacy and security.\r\n<h4><span class=\"ez-toc-section\" id=\"Explainable_AI\"><\/span>Explainable AI<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nExplainable AI focuses on creating ML models that provide clear and understandable explanations for their predictions and decisions. This trend is crucial for ensuring transparency and accountability in AI applications.\r\n<h4><span class=\"ez-toc-section\" id=\"Quantum_Machine_Learning\"><\/span>Quantum Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nIn order to take on more complex challenges, quantum machine learning investigates the combination of quantum computing and machine learning. This emerging field has the potential to revolutionize computational capabilities and accelerate ML advancements.\r\n<h2><span class=\"ez-toc-section\" id=\"Where_to_learn_Data_Science_with_Machine_Learning_and_AI\"><\/span>Where to learn Data Science with Machine Learning and AI?<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\nAs a learner or an experienced individual you might be thinking of learning <a href=\"https:\/\/milestone.ac.in\/courses\/masters-in-data-analysis-and-data-science-with-ai\/\">data science with machine learning and AI<\/a> because of the huge demand in the IT field. There are many training centers and institutes which provide related courses but as per the students&#8217; review, Milestone Institute of Technology is mostly preferred and known institute which provides quality training, personal guidance, and more for the students success. They also provide career guidance if the students are confused about their career goals for boosting their confidence and building clarity. Choose the best to become the best.\r\n<h2><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span>Frequently Asked Questions<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<h4><span class=\"ez-toc-section\" id=\"What_are_the_main_challenges_of_implementing_Machine_Learning\"><\/span>What are the main challenges of implementing Machine Learning?<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nImplementing ML often requires large datasets, expertise in algorithm selection, and computational resources. Overcoming these challenges is essential for successful deployment.\r\n<h4><span class=\"ez-toc-section\" id=\"Which_is_the_most_common_tool_used_in_machine_learning\"><\/span>Which is the most common tool used in machine learning?<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nThe most common tool used in machine learning is <a href=\"https:\/\/milestone.ac.in\/courses\/python-programming\/\">Python<\/a>, due to its versatility, extensive libraries, and ease of use in data handling and algorithm implementation.\r\n<h4><span class=\"ez-toc-section\" id=\"What_key_skills_are_necessary_for_a_career_in_machine_learning\"><\/span>What key skills are necessary for a career in machine learning?<span class=\"ez-toc-section-end\"><\/span><\/h4>\r\nProficiency in programming languages (Python, R), statistics, data manipulation, and a strong understanding of algorithms and neural networks are crucial for a career in machine learning.","protected":false},"excerpt":{"rendered":"Machine Learning is the most popular term in this developing world, which is transforming business all over the world with the ability to learn, adapt, and improve over time without explicit coding. Personalized marketing, autonomous driving, healthcare diagnostics, financial forecasts, and other fields are being revolutionized by machine learning (ML) applications. In this complete blog [&hellip;]","protected":false},"author":1,"featured_media":18362,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[84,85],"class_list":["post-17394","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science-and-analytics","tag-top-data-analysis-tools","tag-top-data-analysis-tools-for-2024"],"acf":[],"_links":{"self":[{"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/posts\/17394","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/comments?post=17394"}],"version-history":[{"count":3,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/posts\/17394\/revisions"}],"predecessor-version":[{"id":18361,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/posts\/17394\/revisions\/18361"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/media\/18362"}],"wp:attachment":[{"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/media?parent=17394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/categories?post=17394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/milestone.ac.in\/blog-mit\/wp-json\/wp\/v2\/tags?post=17394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}