{"id":8834,"date":"2020-06-19T09:32:00","date_gmt":"2020-06-19T09:32:00","guid":{"rendered":"https:\/\/www.homeworkminutes.com\/infographics\/?p=8834"},"modified":"2023-01-10T21:45:40","modified_gmt":"2023-01-11T05:45:40","slug":"artificial-intelligence-learning-vs-machine-learning","status":"publish","type":"post","link":"https:\/\/www.homeworkminutes.com\/infographics\/artificial-intelligence-learning-vs-machine-learning\/","title":{"rendered":"Artificial Intelligence Learning Vs. Machine Learning"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Before moving with the study of AI and ML within computer science, let&#8217;s first understand how they are interchangeably different. These days, technological advancements have been beneficiating people, helping them to work in various systems. The advanced models of Google maps, assistants, Alexa, and other applications powered by AI have changed commoners&#8217; lifestyles. While necessity is the mother of all inventions, it brings along many drawbacks as well. The advancement of AI in technology is making people more prone to data scratching and hacking into their systems &#8211; Though that is a much broader term. Let&#8217;s look at the narrow spectrum on which AI stands with MI, making us determine how both are different.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<blockquote><p><span style=\"font-weight: 400;\">Need information on the two fields of computer science, read our blog:-<\/span><\/p>\n<p><a href=\"https:\/\/www.homeworkminutes.com\/infographics\/computer-engineering-vs-computer-science-what-to-choose\/\"><span style=\"font-weight: 400;\">Computer Engineering vs. Computer Science | What to Choose<\/span><\/a><\/p><\/blockquote>\n<h2><strong>What is Artificial Intelligence?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">The term &#8216;Artificial Intelligence&#8217; came to the fore in 1956 by a group of researchers, including Allen Newell and Herbert A. Simon. According to the Former-Dean of the School of Computer Science at <\/span><a href=\"https:\/\/www.cmu.edu\/\"><span style=\"font-weight: 400;\">Carnegie Mellon University<\/span><\/a><span style=\"font-weight: 400;\">, &#8220;Artificial intelligence is the science and engineering of making computers behave in ways that, until recently, we thought required human intelligence.&#8221; The AI is minded-assistant, which is upgrading our research, enhancing our ability as humans, and makes us productive in all ways.<\/span><\/p>\n<h2><strong>What is Machine Learning?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">According to Tom M. Mitchell: &#8220;Machine learning is the study of computer algorithms that allow computer programs to automatically improve through experience.&#8221; Under the term machine learning come three further types including:-<\/span><\/p>\n<p><b>Supervised Learning<\/b><\/p>\n<p><b>Unsupervised Learning<\/b><\/p>\n<p><b>Reinforcement Learning\u00a0<\/b><\/p>\n<h2><strong>The Main Differences Between AI and ML<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Here are the main differences between artificial intelligence and machine learning-based on various parameters include:-<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Artificial intelligence refers to the technology that simulates human behavior.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Machine learning refers to the ability of a machine to learn from past inputs without feeding recent information.\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The goal of AI is to make a computer system smart, like a human mind.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u00a0The goal of ML is to allow machines to learn from data and give accurate information.\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Main subsets of AI:<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Machine Learning and Deep Learning\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Main Subset of ML :<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Deep Learning\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">AI aims to create an intelligent system with the ability to perform any tasks.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Machine learning aims to create machines that can perform specific tasks that they get trained in.\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The main applications of AI are:-<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Siri, Expert System, Online game playing, an intelligent humanoid robot, etc.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The main applications of ML are:-<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Online recommender systems, Google search algorithms, etc.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Types of AI:-<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Weak AI, General AI, and Strong AI<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Types of ML:-<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Supervised Learning, Unsupervised Learning, and Reinforcement Learning<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Deals with Structured, Semi-Structured, and Unstructured Data.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Deals With Structured and Semi-Structured Data.<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Before moving with the study of AI and ML within computer science, let&#8217;s first understand how they are interchangeably different. These days, technological advancements have&#8230;<\/p>\n","protected":false},"author":1,"featured_media":8835,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[41],"tags":[284,285],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artificial Intelligence Learning Vs. Machine Learning\u00a0<\/title>\n<meta name=\"description\" content=\"Here is the main distinction between artificial and machine learning. 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