{"id":38661,"date":"2025-04-01T21:01:01","date_gmt":"2025-04-02T01:01:01","guid":{"rendered":""},"modified":"2025-04-01T21:01:01","modified_gmt":"2025-04-02T01:01:01","slug":"script-coding-code-deepseek-v3-from-scratch-in-python-full-course","status":"publish","type":"post","link":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/","title":{"rendered":"[#Script #Coding] Code DeepSeek V3 From Scratch in Python &#8211; Full Course"},"content":{"rendered":"<div align=\"center\" style=\"padding: 2%;\"><iframe loading=\"lazy\" title=\"Code DeepSeek V3 From Scratch in Python - Full Course\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/5avSMc79V-w?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<blockquote style=\"text-align: left; background-color: #E4E4E4; border: 3px dotted gray; padding:2%;\"><p>\n<a href=\"https:\/\/www.youtube.com\/watch?v=5avSMc79V-w\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/p>\n<h3>Code DeepSeek V3 From Scratch in Python &#8211; Full Course<\/h3>\n<p><\/a><\/p>\n<p>By <a href=\"https:\/\/www.youtube.com\/channel\/UC8butISFwT-Wl7EV0hUK0BQ\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><strong>freeCodeCamp.org<\/strong><\/a><br \/><strong>Published<\/strong>: Apr 01, 2025<\/p>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">&#0147;<\/span><\/em><br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=5avSMc79V-w\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg\" class=\"alignright\" align=\"right\" alt=\"freeCodeCamp.org\" style=\"width: 200px; height: auto;\" \/><\/a> This course is a comprehensive guide to understanding and implementing DeepSeek V3, a cutting-edge deep learning model. @vukrosic shares step-by-step coding instructions and theoretical insights.<\/p>\n<p>???? paper &#8211; https:\/\/arxiv.org\/pdf\/2412.19437<\/p>\n<p>???? https:\/\/github.com\/deepseek-ai\/DeepSeek-V3\/tree\/main\/inference &#8211; code by DeepSeek, just a few small changes made at the end of the video to Transformer class to for training, as this is for inference, so you need to make them manually or screenshot the video and ask AI to make the changes to this code<\/p>\n<p>?? Try interactive AI courses we love, right in your browser: https:\/\/scrimba.com\/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba)<\/p>\n<p>?? Contents ??<br \/>\n?? (0:00:00) Intro<br \/>\n?? (0:01:40) Attention Mechanism<br \/>\n?? (0:13:34) Query, Key, Value<br \/>\n?? (0:34:11) KV Cache<br \/>\n?? (0:39:06) Multihead Latent Attention (MLA)<br \/>\n?? (0:58:53) Coding MLA<br \/>\n?? (1:28:41) RoPE<br \/>\n?? (1:55:44) Coding KV Cache<br \/>\n?? (2:00:25) MLA forward<br \/>\n?? (2:28:24) MoE, Gate<br \/>\n?? (2:49:25) Gate code<br \/>\n?? (3:09:10) MoE code<br \/>\n?? (3:28:36) Transformer Blocks<\/p>\n<p>???? Thanks to our Champion and Sponsor supporters:<br \/>\n???? Drake Milly<br \/>\n???? Ulises Moralez<br \/>\n???? Goddard Tan<br \/>\n???? David MG<br \/>\n???? Matthew Springman<br \/>\n???? Claudio<br \/>\n???? Oscar R.<br \/>\n???? jedi-or-sith<br \/>\n???? Nattira Maneerat<br \/>\n???? Justin Hual<\/p>\n<p>&#8212;<\/p>\n<p>Learn to code for free and get a developer job: https:\/\/www.freecodecamp.org<\/p>\n<p>Read hundreds of articles on programming: https:\/\/freecodecamp.org\/news<\/p>\n<div style=\"text-align: center; font-weight: bold\">[<a href=\"https:\/\/www.youtube.com\/watch?v=5avSMc79V-w\" target=\"offsite\" rel=\"nofollow noopener noreferrer\" title=\"Read More on YouTube\">READ MORE<\/a>]<\/div>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">&#0148;<\/span><\/em><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>This course is a comprehensive guide to understanding and implementing DeepSeek V3, a cutting-edge deep learning model. @vukrosic shares step-by-step &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[380],"tags":[],"class_list":["post-38661","post","type-post","status-publish","format-standard","hentry","category-video-tutorials"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[#Script #Coding] Code DeepSeek V3 From Scratch in Python - Full Course - WHUZZUP!<\/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:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[#Script #Coding] Code DeepSeek V3 From Scratch in Python - Full Course - WHUZZUP!\" \/>\n<meta property=\"og:description\" content=\"This course is a comprehensive guide to understanding and implementing DeepSeek V3, a cutting-edge deep learning model. @vukrosic shares step-by-step ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/\" \/>\n<meta property=\"og:site_name\" content=\"WHUZZUP!\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/EricBrooksDotComWeb\/\" \/>\n<meta property=\"article:author\" content=\"EricBrooksDotComWeb\" \/>\n<meta property=\"article:published_time\" content=\"-0001-11-30T00:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg\" \/>\n<meta name=\"author\" content=\"Eric Brooks\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@EricBrooksCom\" \/>\n<meta name=\"twitter:site\" content=\"@EricBrooksCom\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eric Brooks\" \/>\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:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/\"},\"author\":{\"name\":\"Eric Brooks\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#\\\/schema\\\/person\\\/3b162468e1f9814f6e9f61460db00a3a\"},\"headline\":\"[#Script #Coding] Code DeepSeek V3 From Scratch in Python &#8211; Full Course\",\"datePublished\":\"-0001-11-30T00:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/\"},\"wordCount\":228,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i2.ytimg.com\\\/vi\\\/5avSMc79V-w\\\/hqdefault.jpg\",\"articleSection\":[\"Video Tutorials\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/\",\"url\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/\",\"name\":\"[#Script #Coding] Code DeepSeek V3 From Scratch in Python - Full Course - WHUZZUP!\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i2.ytimg.com\\\/vi\\\/5avSMc79V-w\\\/hqdefault.jpg\",\"datePublished\":\"-0001-11-30T00:00:00+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i2.ytimg.com\\\/vi\\\/5avSMc79V-w\\\/hqdefault.jpg\",\"contentUrl\":\"https:\\\/\\\/i2.ytimg.com\\\/vi\\\/5avSMc79V-w\\\/hqdefault.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"[#Script #Coding] Code DeepSeek V3 From Scratch in Python &#8211; Full Course\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#website\",\"url\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/\",\"name\":\"WHUZZUP!\",\"description\":\"What&#039;s new at EricBrooks.Com plus news and gossip all over CyberTown\",\"publisher\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#organization\",\"name\":\"WHUZZUP!\",\"url\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/ericbrooks.com\\\/images\\\/posts\\\/cropped-favicon_64-1.png\",\"contentUrl\":\"https:\\\/\\\/ericbrooks.com\\\/images\\\/posts\\\/cropped-favicon_64-1.png\",\"width\":512,\"height\":512,\"caption\":\"WHUZZUP!\"},\"image\":{\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/EricBrooksDotComWeb\\\/\",\"https:\\\/\\\/x.com\\\/EricBrooksCom\",\"https:\\\/\\\/www.instagram.com\\\/ericbrooksdotcom\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/in\\\/ericbrooksdotcom\",\"https:\\\/\\\/myspace.com\\\/ericbrooksdotcom\",\"https:\\\/\\\/www.pinterest.com\\\/ericbrookscom\\\/\",\"https:\\\/\\\/www.youtube.com\\\/user\\\/ericbrooksdotcom\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/#\\\/schema\\\/person\\\/3b162468e1f9814f6e9f61460db00a3a\",\"name\":\"Eric Brooks\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/62114f8baf9a3737e7686125b69907010ad6aff5dfc07c12707e8a18bb49bc34?s=96&d=blank&r=x\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/62114f8baf9a3737e7686125b69907010ad6aff5dfc07c12707e8a18bb49bc34?s=96&d=blank&r=x\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/62114f8baf9a3737e7686125b69907010ad6aff5dfc07c12707e8a18bb49bc34?s=96&d=blank&r=x\",\"caption\":\"Eric Brooks\"},\"description\":\"Web &amp; Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.\",\"sameAs\":[\"https:\\\/\\\/ericbrooks.com\",\"EricBrooksDotComWeb\",\"ericbrooksdotcom\",\"ericbrookscom\\\/\",\"https:\\\/\\\/x.com\\\/EricBrooksCom\"],\"url\":\"https:\\\/\\\/ericbrooks.com\\\/whuzzup\\\/author\\\/site-admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"[#Script #Coding] Code DeepSeek V3 From Scratch in Python - Full Course - WHUZZUP!","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:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/","og_locale":"en_US","og_type":"article","og_title":"[#Script #Coding] Code DeepSeek V3 From Scratch in Python - Full Course - WHUZZUP!","og_description":"This course is a comprehensive guide to understanding and implementing DeepSeek V3, a cutting-edge deep learning model. @vukrosic shares step-by-step ...","og_url":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/","og_site_name":"WHUZZUP!","article_publisher":"https:\/\/www.facebook.com\/EricBrooksDotComWeb\/","article_author":"EricBrooksDotComWeb","article_published_time":"-0001-11-30T00:00:00+00:00","og_image":[{"url":"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg","type":"","width":"","height":""}],"author":"Eric Brooks","twitter_card":"summary_large_image","twitter_creator":"@EricBrooksCom","twitter_site":"@EricBrooksCom","twitter_misc":{"Written by":"Eric Brooks","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#article","isPartOf":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/"},"author":{"name":"Eric Brooks","@id":"https:\/\/ericbrooks.com\/whuzzup\/#\/schema\/person\/3b162468e1f9814f6e9f61460db00a3a"},"headline":"[#Script #Coding] Code DeepSeek V3 From Scratch in Python &#8211; Full Course","datePublished":"-0001-11-30T00:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/"},"wordCount":228,"commentCount":0,"publisher":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/#organization"},"image":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#primaryimage"},"thumbnailUrl":"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg","articleSection":["Video Tutorials"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/","url":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/","name":"[#Script #Coding] Code DeepSeek V3 From Scratch in Python - Full Course - WHUZZUP!","isPartOf":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#primaryimage"},"image":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#primaryimage"},"thumbnailUrl":"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg","datePublished":"-0001-11-30T00:00:00+00:00","breadcrumb":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#primaryimage","url":"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg","contentUrl":"https:\/\/i2.ytimg.com\/vi\/5avSMc79V-w\/hqdefault.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-code-deepseek-v3-from-scratch-in-python-full-course\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ericbrooks.com\/whuzzup\/"},{"@type":"ListItem","position":2,"name":"[#Script #Coding] Code DeepSeek V3 From Scratch in Python &#8211; Full Course"}]},{"@type":"WebSite","@id":"https:\/\/ericbrooks.com\/whuzzup\/#website","url":"https:\/\/ericbrooks.com\/whuzzup\/","name":"WHUZZUP!","description":"What&#039;s new at EricBrooks.Com plus news and gossip all over CyberTown","publisher":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ericbrooks.com\/whuzzup\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ericbrooks.com\/whuzzup\/#organization","name":"WHUZZUP!","url":"https:\/\/ericbrooks.com\/whuzzup\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ericbrooks.com\/whuzzup\/#\/schema\/logo\/image\/","url":"https:\/\/ericbrooks.com\/images\/posts\/cropped-favicon_64-1.png","contentUrl":"https:\/\/ericbrooks.com\/images\/posts\/cropped-favicon_64-1.png","width":512,"height":512,"caption":"WHUZZUP!"},"image":{"@id":"https:\/\/ericbrooks.com\/whuzzup\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/EricBrooksDotComWeb\/","https:\/\/x.com\/EricBrooksCom","https:\/\/www.instagram.com\/ericbrooksdotcom\/","https:\/\/www.linkedin.com\/in\/ericbrooksdotcom","https:\/\/myspace.com\/ericbrooksdotcom","https:\/\/www.pinterest.com\/ericbrookscom\/","https:\/\/www.youtube.com\/user\/ericbrooksdotcom"]},{"@type":"Person","@id":"https:\/\/ericbrooks.com\/whuzzup\/#\/schema\/person\/3b162468e1f9814f6e9f61460db00a3a","name":"Eric Brooks","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/62114f8baf9a3737e7686125b69907010ad6aff5dfc07c12707e8a18bb49bc34?s=96&d=blank&r=x","url":"https:\/\/secure.gravatar.com\/avatar\/62114f8baf9a3737e7686125b69907010ad6aff5dfc07c12707e8a18bb49bc34?s=96&d=blank&r=x","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/62114f8baf9a3737e7686125b69907010ad6aff5dfc07c12707e8a18bb49bc34?s=96&d=blank&r=x","caption":"Eric Brooks"},"description":"Web &amp; Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.","sameAs":["https:\/\/ericbrooks.com","EricBrooksDotComWeb","ericbrooksdotcom","ericbrookscom\/","https:\/\/x.com\/EricBrooksCom"],"url":"https:\/\/ericbrooks.com\/whuzzup\/author\/site-admin\/"}]}},"_links":{"self":[{"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/posts\/38661","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/comments?post=38661"}],"version-history":[{"count":0,"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/posts\/38661\/revisions"}],"wp:attachment":[{"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/media?parent=38661"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/categories?post=38661"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ericbrooks.com\/whuzzup\/wp-json\/wp\/v2\/tags?post=38661"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}