{"id":139551,"date":"2025-08-24T15:44:01","date_gmt":"2025-08-24T15:44:01","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/"},"modified":"2025-08-24T15:44:01","modified_gmt":"2025-08-24T15:44:01","slug":"ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/","title":{"rendered":"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/adakSUggae8?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>Welcome to AI &#038; ML Mastery &#8211; Introduction to Python!<\/p>\n<p>In this video, we dive into the essential Python libraries every data scientist and AI\/ML practitioner must know. Whether you are a beginner or brushing up on your skills, we\u2019ll walk through practical examples and hands-on implementation to get you production-ready.<\/p>\n<p>\ud83d\udd39 Topics Covered:<br \/>\n\u2714\ufe0f Pandas \u2013 DataFrames, cleaning, and preprocessing<br \/>\n\u2714\ufe0f Vectorization \u2013 Faster computations with optimized code<br \/>\n\u2714\ufe0f Data Visualization \u2013 Plotting and insights<br \/>\n\u2714\ufe0f Matplotlib \u2013 Line plots, bar charts, scatter plots<br \/>\n\u2714\ufe0f Seaborn \u2013 Advanced visualization and statistical insights<\/p>\n<p>By the end of this session, you\u2019ll not only understand these tools but also know how to use them in real-world AI &#038; ML projects.<\/p>\n<p>Who is this for?<br \/>\n Students learning data science and AI<br \/>\n Beginners in Machine Learning<br \/>\n Professionals transitioning into AI\/ML roles<br \/>\n Anyone looking to master Python for data-driven insights<\/p>\n<p>Key Highlights:<br \/>\n Step-by-step code walkthroughs<br \/>\n Real data handling with Pandas<br \/>\n Visual storytelling with Matplotlib &#038; Seaborn<br \/>\n Best practices for AI &#038; ML workflows Python for Machine Learning | Basics of Python &#038; NumPy Tutorial<\/p>\n<p>Welcome to this beginner-friendly tutorial on Python for Machine Learning! \ud83d\ude80<br \/>\nIn this session, we\u2019ll walk through the essential Python basics and introduce you to NumPy, one of the most powerful libraries for numerical computing in Machine Learning.<\/p>\n<p>\ud83d\udd11 What you\u2019ll learn in this tutorial:<\/p>\n<p>Why Python is the preferred language for Machine Learning<\/p>\n<p>Python basics: variables, data types, lists, loops, and functions<\/p>\n<p>Introduction to NumPy<\/p>\n<p>Creating and manipulating arrays<\/p>\n<p>Mathematical operations with NumPy<\/p>\n<p>Practical examples to kickstart your ML journey<\/p>\n<p>Whether you are completely new to programming or just starting with Machine Learning, this tutorial will give you the foundation you need to move forward with confidence.<\/p>\n<p>#Python #MachineLearning #NumPy #DataScience #PythonForML<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Welcome to AI &#038; ML Mastery &#8211; Introduction to Python! In this video, we dive into the essential Python libraries every data scientist and AI\/ML practitioner must know. Whether you are a beginner or brushing up on your skills, we\u2019ll walk through practical examples and hands-on implementation to get you production-ready. \ud83d\udd39 Topics Covered: \u2714\ufe0f Pandas \u2013 DataFrames, cleaning, and preprocessing \u2714\ufe0f Vectorization \u2013 Faster computations with optimized code \u2714\ufe0f&#8230;<\/p>\n","protected":false},"author":1,"featured_media":139552,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":0,"tcb_editor_enabled":0,"tve_landing_page":"","_tve_header":"","_tve_footer":""},"categories":[1],"tags":[],"class_list":["post-139551","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI &amp; ML Master Session 2: Python for Machine Learning (Basics of Python &amp; NumPy) - UshopWell.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI &amp; ML Master Session 2: Python for Machine Learning (Basics of Python &amp; NumPy) - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"Welcome to AI &#038; ML Mastery &#8211; Introduction to Python! In this video, we dive into the essential Python libraries every data scientist and AI\/ML practitioner must know. Whether you are a beginner or brushing up on your skills, we\u2019ll walk through practical examples and hands-on implementation to get you production-ready. \ud83d\udd39 Topics Covered: \u2714\ufe0f Pandas \u2013 DataFrames, cleaning, and preprocessing \u2714\ufe0f Vectorization \u2013 Faster computations with optimized code \u2714\ufe0f...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/\" \/>\n<meta property=\"og:site_name\" content=\"UshopWell.com\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-24T15:44:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2025\/09\/139551\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"480\" \/>\n\t<meta property=\"og:image:height\" content=\"360\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"UShopWell\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"UShopWell\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/\"},\"author\":{\"name\":\"UShopWell\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#\\\/schema\\\/person\\\/6fd1f9e0ff932e534c86c70d5acff0fc\"},\"headline\":\"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)\",\"datePublished\":\"2025-08-24T15:44:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/\"},\"wordCount\":291,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/139551\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/\",\"url\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/\",\"name\":\"AI & ML Master Session 2: Python for Machine Learning (Basics of Python & NumPy) - UshopWell.com\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/139551\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg\",\"datePublished\":\"2025-08-24T15:44:01+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#primaryimage\",\"url\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/139551\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg\",\"contentUrl\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/139551\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg\",\"width\":480,\"height\":360,\"caption\":\"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#website\",\"url\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/\",\"name\":\"UshopWell.com\",\"description\":\"The Premiere Online Marketplace\",\"publisher\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#organization\",\"name\":\"UshopWell\",\"url\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/wp-content\\\/uploads\\\/2018\\\/01\\\/pandaSwea.png\",\"contentUrl\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/wp-content\\\/uploads\\\/2018\\\/01\\\/pandaSwea.png\",\"width\":365,\"height\":359,\"caption\":\"UshopWell\"},\"image\":{\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/#\\\/schema\\\/person\\\/6fd1f9e0ff932e534c86c70d5acff0fc\",\"name\":\"UShopWell\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4adb372cadd43b4d4c57964dab95b0f69618bf960d131c4acf49d96d6bbc9c6e?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4adb372cadd43b4d4c57964dab95b0f69618bf960d131c4acf49d96d6bbc9c6e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4adb372cadd43b4d4c57964dab95b0f69618bf960d131c4acf49d96d6bbc9c6e?s=96&d=mm&r=g\",\"caption\":\"UShopWell\"},\"url\":\"https:\\\/\\\/ushopwell.com\\\/ublog\\\/author\\\/kburnettu\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI & ML Master Session 2: Python for Machine Learning (Basics of Python & NumPy) - UshopWell.com","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:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/","og_locale":"en_US","og_type":"article","og_title":"AI & ML Master Session 2: Python for Machine Learning (Basics of Python & NumPy) - UshopWell.com","og_description":"Welcome to AI &#038; ML Mastery &#8211; Introduction to Python! In this video, we dive into the essential Python libraries every data scientist and AI\/ML practitioner must know. Whether you are a beginner or brushing up on your skills, we\u2019ll walk through practical examples and hands-on implementation to get you production-ready. \ud83d\udd39 Topics Covered: \u2714\ufe0f Pandas \u2013 DataFrames, cleaning, and preprocessing \u2714\ufe0f Vectorization \u2013 Faster computations with optimized code \u2714\ufe0f...","og_url":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/","og_site_name":"UshopWell.com","article_published_time":"2025-08-24T15:44:01+00:00","og_image":[{"width":480,"height":360,"url":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2025\/09\/139551\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg","type":"image\/jpeg"}],"author":"UShopWell","twitter_card":"summary_large_image","twitter_misc":{"Written by":"UShopWell","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#article","isPartOf":{"@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/"},"author":{"name":"UShopWell","@id":"https:\/\/ushopwell.com\/ublog\/#\/schema\/person\/6fd1f9e0ff932e534c86c70d5acff0fc"},"headline":"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)","datePublished":"2025-08-24T15:44:01+00:00","mainEntityOfPage":{"@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/"},"wordCount":291,"commentCount":0,"publisher":{"@id":"https:\/\/ushopwell.com\/ublog\/#organization"},"image":{"@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#primaryimage"},"thumbnailUrl":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2025\/09\/139551\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg","inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/","url":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/","name":"AI & ML Master Session 2: Python for Machine Learning (Basics of Python & NumPy) - UshopWell.com","isPartOf":{"@id":"https:\/\/ushopwell.com\/ublog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#primaryimage"},"image":{"@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#primaryimage"},"thumbnailUrl":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2025\/09\/139551\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg","datePublished":"2025-08-24T15:44:01+00:00","breadcrumb":{"@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#primaryimage","url":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2025\/09\/139551\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg","contentUrl":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2025\/09\/139551\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy.jpg","width":480,"height":360,"caption":"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)"},{"@type":"BreadcrumbList","@id":"https:\/\/ushopwell.com\/ublog\/ai-ml-master-session-2-python-for-machine-learning-basics-of-python-numpy\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ushopwell.com\/ublog\/"},{"@type":"ListItem","position":2,"name":"AI &#038; ML Master Session 2: Python for Machine Learning (Basics of Python &#038; NumPy)"}]},{"@type":"WebSite","@id":"https:\/\/ushopwell.com\/ublog\/#website","url":"https:\/\/ushopwell.com\/ublog\/","name":"UshopWell.com","description":"The Premiere Online Marketplace","publisher":{"@id":"https:\/\/ushopwell.com\/ublog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ushopwell.com\/ublog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ushopwell.com\/ublog\/#organization","name":"UshopWell","url":"https:\/\/ushopwell.com\/ublog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ushopwell.com\/ublog\/#\/schema\/logo\/image\/","url":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2018\/01\/pandaSwea.png","contentUrl":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2018\/01\/pandaSwea.png","width":365,"height":359,"caption":"UshopWell"},"image":{"@id":"https:\/\/ushopwell.com\/ublog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/ushopwell.com\/ublog\/#\/schema\/person\/6fd1f9e0ff932e534c86c70d5acff0fc","name":"UShopWell","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/4adb372cadd43b4d4c57964dab95b0f69618bf960d131c4acf49d96d6bbc9c6e?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/4adb372cadd43b4d4c57964dab95b0f69618bf960d131c4acf49d96d6bbc9c6e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4adb372cadd43b4d4c57964dab95b0f69618bf960d131c4acf49d96d6bbc9c6e?s=96&d=mm&r=g","caption":"UShopWell"},"url":"https:\/\/ushopwell.com\/ublog\/author\/kburnettu\/"}]}},"_links":{"self":[{"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/posts\/139551","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/comments?post=139551"}],"version-history":[{"count":0,"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/posts\/139551\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/media\/139552"}],"wp:attachment":[{"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/media?parent=139551"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/categories?post=139551"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ushopwell.com\/ublog\/wp-json\/wp\/v2\/tags?post=139551"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}