{"id":403,"date":"2025-02-03T18:51:00","date_gmt":"2025-02-03T18:51:00","guid":{"rendered":"https:\/\/luck.juliatechstory.com\/?p=403"},"modified":"2025-05-12T20:19:11","modified_gmt":"2025-05-12T20:19:11","slug":"what-is-machine-learning","status":"publish","type":"post","link":"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/","title":{"rendered":"What Is Machine Learning?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 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:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#What_is_Machine_Learning\" >What is Machine Learning?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#Types_of_Machine_Learning\" >Types of Machine Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#Key_Concepts_in_Machine_Learning\" >Key Concepts in Machine Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#Getting_Started_with_Machine_Learning\" >Getting Started with Machine Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#Tools_and_Frameworks_for_Machine_Learning\" >Tools and Frameworks for Machine Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#Applications_of_Machine_Learning\" >Applications of Machine Learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<p>Machine Learning for Beginners: A Comprehensive Guide<\/p>\n<p>Machine learning (ML) has become a foundational technology in today\u2019s IT landscape. For those new to the topic, understanding the core concepts can seem daunting. This article serves as a concise and practical introduction to machine learning, aimed at beginners eager to delve into this transformative field.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_Machine_Learning\"><\/span>What is Machine Learning?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>At its core, machine learning is a subset of <strong>artificial intelligence (AI)<\/strong> that enables systems to learn from <strong>data<\/strong>, identify patterns, and make decisions with minimal human intervention. Unlike traditional programming, where rules are explicitly defined, ML algorithms improve automatically through experience.<\/p>\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>\n<p>Machine learning can be categorized into three main types:<\/p>\n<ol>\n<li><strong>Supervised Learning<\/strong>:\n<ul>\n<li>The model is trained on a labeled dataset, learning from input-output pairs.<\/li>\n<li>Common applications include classification and regression tasks, such as predicting housing prices or identifying emails as spam.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Unsupervised Learning<\/strong>:\n<ul>\n<li>This approach deals with unlabeled data, where the model seeks to uncover hidden patterns without prior knowledge of outputs.<\/li>\n<li>Techniques include clustering (grouping similar data points) and association (finding rules that highlight relationships), commonly used in market basket analysis and customer segmentation.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Reinforcement Learning<\/strong>:\n<ul>\n<li>Focused on agents interacting with their environments to maximize rewards.<\/li>\n<li>Widely used in robotics, gaming, and autonomous systems, where learning occurs through trial and error, adapting based on past experiences.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Key_Concepts_in_Machine_Learning\"><\/span>Key Concepts in Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Having a grasp of fundamental concepts will help beginners understand machine learning better. Some essential terms include:<\/p>\n<ul>\n<li><strong>Algorithm<\/strong>: A specific step-by-step procedure for solving a problem. In machine learning, algorithms process input data to make predictions or decisions.<\/li>\n<li><strong>Model<\/strong>: The outcome of a machine learning algorithm applied to a dataset, representing learned patterns and capable of making predictions based on new data.<\/li>\n<li><strong>Training Data<\/strong>: A subset of the dataset employed to train the model, directly influencing its performance.<\/li>\n<li><strong>Overfitting<\/strong>: A common pitfall where the model learns the training data too thoroughly, causing it to capture noise and outliers rather than general patterns. This results in poor performance on unseen data.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Getting_Started_with_Machine_Learning\"><\/span>Getting Started with Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li><strong>Learn the Basics of Programming<\/strong>:\n<ul>\n<li>Familiarity with programming languages, especially Python, is highly recommended due to its robust libraries for ML.<\/li>\n<li>Key libraries include Scikit-learn (ideal for beginners), TensorFlow (for deep learning), and Keras (user-friendly API).<\/li>\n<\/ul>\n<\/li>\n<li><strong>Understand Statistics and Probability<\/strong>:\n<ul>\n<li>A solid grasp of these concepts is essential for interpreting data effectively and understanding how algorithms function.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Explore Online Resources<\/strong>:\n<ul>\n<li>Numerous online courses, tutorials, and books cater to beginners. Platforms like Coursera, edX, and Udacity offer structured courses that guide you through foundational knowledge.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Engage with the Community<\/strong>:\n<ul>\n<li>Joining forums and communities, such as Kaggle and Stack Overflow, can provide beneficial opportunities to learn from peers, participate in discussions, and access a wealth of diverse resources.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Experiment with Projects<\/strong>:\n<ul>\n<li>Hands-on experience is invaluable. Start working on small projects or participate in Kaggle competitions to apply what you\u2019ve learned.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Tools_and_Frameworks_for_Machine_Learning\"><\/span>Tools and Frameworks for Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Several tools and frameworks can streamline the machine learning process. Some notable mentions include:<\/p>\n<ul>\n<li><strong>Scikit-learn<\/strong>: A widely used Python library that simplifies the implementation of machine learning algorithms.<\/li>\n<li><strong>TensorFlow<\/strong>: An open-source framework developed by Google, known for its versatility in building deep learning models.<\/li>\n<li><strong>PyTorch<\/strong>: Favored in research for its ease of use and flexibility, offering a dynamic computational graph.<\/li>\n<li><strong>Jupyter Notebooks<\/strong>: An interactive environment ideal for documenting code, visualizing data, and sharing insights.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Applications_of_Machine_Learning\"><\/span>Applications of Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Machine learning&#8217;s applicability spans across various domains, including:<\/p>\n<ul>\n<li><strong>Healthcare<\/strong>: Implementing predictive analytics for patient outcomes, drug discovery, and personalized treatment plans.<\/li>\n<li><strong>Finance<\/strong>: Utilizing ML for fraud detection, algorithmic trading, credit scoring, and risk assessment.<\/li>\n<li><strong>Marketing<\/strong>: Enhancing strategies through customer segmentation, recommendation systems, and sentiment analysis.<\/li>\n<li><strong>Manufacturing<\/strong>: Leveraging ML for predictive maintenance, supply chain optimization, and quality control.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u00a0<\/p>\n<p>Machine learning offers vast potential for those willing to learn. By understanding the basics, engaging with educational resources, and experimenting with real-world datasets, beginners can build a solid foundation in machine learning. As the technology continues to evolve, staying informed and adaptable will be crucial for success in this dynamic field.<\/p>\n<p>If you have queries regarding machine learning for beginners or wish to share your experiences, please leave a comment below! Explore further by taking your first steps in a machine learning project today. The journey toward mastering machine learning for beginners is just beginning!<\/p>\n<p class=\"p1\">Looking for more IT news? click\u00a0<a href=\"https:\/\/luck.juliatechstory.com\/ko\/category\/news\/\"><span class=\"s1\">here<\/span><\/a>.<\/p>\n<p class=\"p1\">For more information, you can read <a href=\"https:\/\/www.artificialintelligence-news.com\/\">this articles.<\/a><\/p>\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Machine Learning for Beginners: A Comprehensive Guide Machine learning (ML) has become a foundational technology in today\u2019s IT landscape. For those new to the topic, understanding the core concepts can seem daunting. This article serves as a concise and practical introduction to machine learning, aimed at beginners eager to delve into this transformative field. What [&hellip;]<\/p>","protected":false},"author":1,"featured_media":486,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,27],"tags":[38],"class_list":["post-403","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-it","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Is Machine Learning?<\/title>\n<meta name=\"description\" content=\"Discover the basics of machine learning for beginners, including key types, core concepts, tools, and real-world applications to start your AI journey today.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Machine Learning?\" \/>\n<meta property=\"og:description\" content=\"Discover the basics of machine learning for beginners, including key types, core concepts, tools, and real-world applications to start your AI journey today.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"J&#039;s Tech Lab\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-03T18:51:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-12T20:19:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6-1024x768.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Julia\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"Julia\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"4\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/\"},\"author\":{\"name\":\"Julia\",\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648\"},\"headline\":\"What Is Machine Learning?\",\"datePublished\":\"2025-02-03T18:51:00+00:00\",\"dateModified\":\"2025-05-12T20:19:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/\"},\"wordCount\":737,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648\"},\"image\":{\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png\",\"keywords\":[\"AI\"],\"articleSection\":[\"AI\",\"IT\"],\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/\",\"url\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/\",\"name\":\"What Is Machine Learning?\",\"isPartOf\":{\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png\",\"datePublished\":\"2025-02-03T18:51:00+00:00\",\"dateModified\":\"2025-05-12T20:19:11+00:00\",\"description\":\"Discover the basics of machine learning for beginners, including key types, core concepts, tools, and real-world applications to start your AI journey today.\",\"breadcrumb\":{\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage\",\"url\":\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png\",\"contentUrl\":\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png\",\"width\":2560,\"height\":1920,\"caption\":\"machine learning\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.luck.juliatechstory.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What Is Machine Learning?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#website\",\"url\":\"https:\/\/www.luck.juliatechstory.com\/ko\/\",\"name\":\"J's Tech Lab\",\"description\":\"Tech Blog\",\"publisher\":{\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.luck.juliatechstory.com\/ko\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648\",\"name\":\"Julia\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/03\/GPST.png\",\"contentUrl\":\"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/03\/GPST.png\",\"width\":1080,\"height\":1080,\"caption\":\"Julia\"},\"logo\":{\"@id\":\"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/image\/\"},\"sameAs\":[\"http:\/\/luck.juliatechstory.com\",\"https:\/\/www.linkedin.com\/in\/jihyunoh5\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What Is Machine Learning?","description":"Discover the basics of machine learning for beginners, including key types, core concepts, tools, and real-world applications to start your AI journey today.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/","og_locale":"ko_KR","og_type":"article","og_title":"What Is Machine Learning?","og_description":"Discover the basics of machine learning for beginners, including key types, core concepts, tools, and real-world applications to start your AI journey today.","og_url":"https:\/\/luck.juliatechstory.com\/ko\/what-is-machine-learning\/","og_site_name":"J&#039;s Tech Lab","article_published_time":"2025-02-03T18:51:00+00:00","article_modified_time":"2025-05-12T20:19:11+00:00","og_image":[{"width":1024,"height":768,"url":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6-1024x768.png","type":"image\/png"}],"author":"Julia","twitter_card":"summary_large_image","twitter_misc":{"\uae00\uc4f4\uc774":"Julia","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"4\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#article","isPartOf":{"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/"},"author":{"name":"Julia","@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648"},"headline":"What Is Machine Learning?","datePublished":"2025-02-03T18:51:00+00:00","dateModified":"2025-05-12T20:19:11+00:00","mainEntityOfPage":{"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/"},"wordCount":737,"commentCount":0,"publisher":{"@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648"},"image":{"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png","keywords":["AI"],"articleSection":["AI","IT"],"inLanguage":"ko-KR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/","url":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/","name":"What Is Machine Learning?","isPartOf":{"@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#website"},"primaryImageOfPage":{"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage"},"image":{"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png","datePublished":"2025-02-03T18:51:00+00:00","dateModified":"2025-05-12T20:19:11+00:00","description":"Discover the basics of machine learning for beginners, including key types, core concepts, tools, and real-world applications to start your AI journey today.","breadcrumb":{"@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#primaryimage","url":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png","contentUrl":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/05\/J-6.png","width":2560,"height":1920,"caption":"machine learning"},{"@type":"BreadcrumbList","@id":"https:\/\/luck.juliatechstory.com\/what-is-machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.luck.juliatechstory.com\/"},{"@type":"ListItem","position":2,"name":"What Is Machine Learning?"}]},{"@type":"WebSite","@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#website","url":"https:\/\/www.luck.juliatechstory.com\/ko\/","name":"J's Tech Lab","description":"Tech Blog","publisher":{"@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.luck.juliatechstory.com\/ko\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":["Person","Organization"],"@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/dfc164097e4139065121b189f61c9648","name":"Julia","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/image\/","url":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/03\/GPST.png","contentUrl":"https:\/\/luck.juliatechstory.com\/wp-content\/uploads\/2025\/03\/GPST.png","width":1080,"height":1080,"caption":"Julia"},"logo":{"@id":"https:\/\/www.luck.juliatechstory.com\/ko\/#\/schema\/person\/image\/"},"sameAs":["http:\/\/luck.juliatechstory.com","https:\/\/www.linkedin.com\/in\/jihyunoh5\/"]}]}},"_links":{"self":[{"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/posts\/403","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/comments?post=403"}],"version-history":[{"count":1,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/posts\/403\/revisions"}],"predecessor-version":[{"id":487,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/posts\/403\/revisions\/487"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/media\/486"}],"wp:attachment":[{"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/media?parent=403"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/categories?post=403"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/luck.juliatechstory.com\/ko\/wp-json\/wp\/v2\/tags?post=403"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}