{"id":72782,"date":"2023-10-02T15:51:18","date_gmt":"2023-10-02T07:51:18","guid":{"rendered":"https:\/\/www.iqiglobal.com\/blog\/?p=72782"},"modified":"2026-02-19T11:48:24","modified_gmt":"2026-02-19T03:48:24","slug":"ai-vs-machine-vs-deep-learning","status":"publish","type":"post","link":"https:\/\/iqiglobal.com\/blog\/ai-vs-machine-vs-deep-learning\/","title":{"rendered":"AI, Machine Learning, and Deep Learning: Simplified | #ADAPT2023"},"content":{"rendered":"<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<html><body><p>Ah yes, welcome to the technical part of <span style=\"color: #ff6600;\"><a style=\"color: #ff6600;\" href=\"https:\/\/iqiglobal.com\/blog\/adapt-2023-ai-revolution\/\">Artificial Intelligence<\/a>.<\/span><\/p>\n<p>We don&rsquo;t want to keep you in the dark. Although you may know what AI is on the surface, we want you to dive a little deeper. And hey, wouldn&rsquo;t it be cool that you knew a little bit more than just what AI is?<\/p>\n<p>The million dollar question &ndash; <strong>what&rsquo;s the difference between artificial intelligence, machine learning and deep learning?<\/strong><\/p>\n<p>We&rsquo;ll try our best to help you understand it in the simplest way possible. Let&rsquo;s get into it!<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\"><strong>Artificial Intelligence (AI), Machine Learning (ML) vs. Deep Learning (DL)<\/strong>\n<ol>\n<li><a href=\"#ai\"><span style=\"color: #ff6600;\"><strong>Artificial Intelligence (AI)<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/ml\"><span style=\"color: #ff6600;\"><strong>Machine Learning (ML)<\/strong><\/span><\/a><\/li>\n<li><a href=\"#dl\"><span style=\"color: #ff6600;\"><strong>Deep Learning (DL)<\/strong><\/span><\/a><\/li>\n<\/ol>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><strong><a id=\"AI\"><\/a>1. Artificial Intelligence (AI)<\/strong><\/h2>\n<p>What is AI? Let&rsquo;s have a refresher.<\/p>\n<p>Artificial Intelligence (AI) refers to the <strong>simulation of human intelligence in computer systems<\/strong>, enabling them to perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, problem-solving, and language understanding. <\/p>\n<p>AI systems are designed to <strong>mimic cognitive functions<\/strong>, allowing machines to process information, adapt to different situations, and learn from experience.<\/p>\n<p>A bit confusing, still, right? Okay, let&rsquo;s put it this way:<\/p>\n<p>Imagine having a computer that can think and make decisions like a human. <em>That&rsquo;s the big idea behind AI.<\/em><\/p>\n<p>AI can solve problems, learn from experience, and <strong>get better over time.<\/strong><\/p>\n<blockquote class=\"tiktok-embed\" style=\"max-width: 605px; min-width: 325px;\" cite=\"https:\/\/www.tiktok.com\/@rajistics\/video\/7248687776277744939\" data-video-id=\"7248687776277744939\">\n<section><a href=\"https:\/\/www.tiktok.com\/@rajistics?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">@rajistics<\/a> A simple explanation of what AI is. The video touches upon the impact of AI, how AI works with a practical example, and some of the reasons AI has grown so much in the last ten years. <a href=\"https:\/\/www.tiktok.com\/tag\/datascience?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#datascience<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/machinelearning?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#machinelearning<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/ai?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#ai<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/aiexplained?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#aiexplained<\/a> <a href=\"https:\/\/www.tiktok.com\/music\/original-sound-7248687786818390827?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">&#9836; original sound &ndash; Rajiv Shah | data science &amp; AI<\/a><\/section>\n<\/blockquote>\n<p><script async src=\"https:\/\/www.tiktok.com\/embed.js\"><\/script><\/p>\n<p>&nbsp;<\/p>\n<h2><strong><a id=\"ml\"><\/a>2. Machine Learning (ML)<\/strong><\/h2>\n<p>Now, let&rsquo;s move on to Machine Learning.<\/p>\n<p>Machine Learning (ML) is a <strong>subset of artificial intelligence (AI)<\/strong> that uses data to recognize patterns, make predictions, or take actions, and they become more accurate or proficient at a task as they gain more exposure to relevant data.<\/p>\n<p>ML learns by <strong>observing numerous examples from the data<\/strong> it encounters. <\/p>\n<p>For instance, in image recognition, ML algorithms analyze thousands of labeled images to understand what a specific object looks like from various angles, under different lighting conditions, and against different backgrounds. <\/p>\n<p>Through this extensive exposure, ML becomes proficient at recognizing similar objects in new, unseen images.<\/p>\n<blockquote class=\"tiktok-embed\" style=\"max-width: 605px; min-width: 325px;\" cite=\"https:\/\/www.tiktok.com\/@lukebarousse\/video\/7169310785632718126\" data-video-id=\"7169310785632718126\">\n<section><a href=\"https:\/\/www.tiktok.com\/@lukebarousse?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">@lukebarousse<\/a> What is Machine Learning? &#129302;&#128218; <a href=\"https:\/\/www.tiktok.com\/tag\/dataanalyst?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#dataanalyst<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/datascientist?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#datascientist<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/businessintelligence?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#businessintelligence<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/datascience?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#datascience<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/dataanalytics?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#dataanalytics<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/python?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#python<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/powerbi?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#powerbi<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/tableau?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#tableau<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/excel?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#excel<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/bi?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#bi<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/datavisualization?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#datavisualization<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/ai?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#ai<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/software?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#software<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/artificialintelligence?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#artificialintelligence<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/machinelearning?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#machinelearning<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/tech?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#tech<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/bigdataanalytics?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#bigdataanalytics<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/businessanalytics?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#businessanalytics<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/dataanalysis?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#dataanalysis<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/dashboard?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#dashboard<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/analytics?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#analytics<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/technology?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#technology<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/bigdata?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#bigdata<\/a> <a href=\"https:\/\/www.tiktok.com\/tag\/data?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">#data<\/a> <a href=\"https:\/\/www.tiktok.com\/music\/original-sound-7169310827953228590?refer=embed\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">&#9836; original sound &ndash; LukeBarousse<\/a><\/section>\n<\/blockquote>\n<p><script async src=\"https:\/\/www.tiktok.com\/embed.js\"><\/script><\/p>\n<h2><strong><a id=\"dl\"><\/a>3. Deep Learning (DL)<\/strong><\/h2>\n<p>Deep Learning (DL) is a <strong>subfield of machine learning (ML) and artificial intelligence (AI)<\/strong> that focuses on the use of artificial neural networks to model and solve complex problems. <\/p>\n<p>What sets deep learning apart from traditional machine learning is the use of <strong>deep neural networks<\/strong>, which are composed of multiple layers of interconnected nodes or &ldquo;<strong>neurons<\/strong>.&rdquo; <\/p>\n<p>And, fun fact, DL is a special type of ML <strong>inspired by our brains!<\/strong><\/p>\n<p>This neural network is the <strong>foundation of DL&rsquo;s thinking and decision-making capabilities<\/strong>. Just as the human brain processes information through neurons, DL processes data through its intricate web of digital neurons.<\/p>\n<p>To give you a clearer picture, this graph from <span style=\"color: #ff6600;\"><a style=\"color: #ff6600;\" href=\"https:\/\/levity.ai\/blog\/difference-machine-learning-deep-learning#:~:text=Machine%20Learning%20means%20computers%20learning,documents%2C%20images%2C%20and%20text.\">levity.ai<\/a> sums it up best:<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-72828\" src=\"https:\/\/iqiglobal-web-revamp.s3.ap-southeast-1.amazonaws.com\/wp\/blog\/wp-content\/uploads\/2023\/10\/60f6feb4be651f666b46194a_AI-vs-Machine-Learning-vs-Deep-Learning-300x300.jpg\" alt=\"\" width=\"640\" height=\"640\"><\/p>\n<p>And in case you&rsquo;re still confused, this video can give you a good start:<\/p>\n<p><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/cDTp-qXXZU0?si=gVYxCOTrEhLZ2taO\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>What did we learn so far? Let&rsquo;s summarize it:<\/p>\n<p>AI is about making computers smart like humans. ML helps computers learn from data and make predictions. DL is a super-smart version of ML that uses computer &ldquo;neurons&rdquo; to solve big problems.<\/p>\n<p>So, whether it&rsquo;s making your phone understand your voice or helping doctors diagnose diseases, these technologies are making the world smarter. Understanding these differences will help you see how they&rsquo;re used in everyday life and the exciting things they can do in the future.<\/p>\n<p><strong><span style=\"color: #ff6600;\">It&rsquo;s time to embrace the transformative power of AI and position your business at the forefront of innovation. <\/span><\/strong><\/p>\n<p><strong><span style=\"color: #ff6600;\">The key to unlocking these incredible possibilities lies at the ADAPT International Convention 2023! <\/span><\/strong><\/p>\n<p><strong><span style=\"color: #ff6600;\">Join us and embark on a journey to supercharge your business with AI. Act now by clicking below!<\/span><\/strong><\/p>\n<table style=\"width: 100%; border-collapse: collapse; background-color: #66038a; height: 25px;\">\n<tbody>\n<tr style=\"height: 25px;\">\n<td style=\"width: 100%; text-align: center; height: 25px;\"><a href=\"https:\/\/adaptconvention.com\"><strong><span style=\"color: #ffffff;\">CLICK HERE TO SIGN UP FOR ADAPT 2023<\/span><\/strong><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/body><\/html>\n","protected":false},"excerpt":{"rendered":"<p>Ah yes, welcome to the technical part of Artificial Intelligence. We don&rsquo;t want to keep you in the dark. Although you may know what AI is on the surface, we want you to dive a little deeper. And hey, wouldn&rsquo;t it be cool that you knew a little bit more than just what AI is?&hellip;<\/p>\n","protected":false},"author":92,"featured_media":77261,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[220],"tags":[243,6992,247],"class_list":["post-72782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-latest-news","tag-adapt","tag-adapt2023-en","tag-artificial-intelligence"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v26.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Differences Between AI, Machine &amp; Deep Learning | #ADAPT2023<\/title>\n<meta name=\"description\" content=\"Find out the crucial differences between artificial intelligence, machine learning and deep learning, simplified for you. 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