
{"id":294,"date":"2020-04-16T17:34:00","date_gmt":"2020-04-16T12:04:00","guid":{"rendered":"https:\/\/blog.ggn.dronacharya.info\/?p=294"},"modified":"2021-03-25T10:01:25","modified_gmt":"2021-03-25T04:31:25","slug":"how-artificial-intelligence-data-science-and-machine-learning-are-interconnected","status":"publish","type":"post","link":"https:\/\/ggnindia.dronacharya.info\/blog\/how-artificial-intelligence-data-science-and-machine-learning-are-interconnected\/","title":{"rendered":"How Artificial Intelligence, Data Science and Machine Learning are interconnected ???"},"content":{"rendered":"<p>Similar to data science, artificial intelligence is a wide area of technologies, systems and more that seek to replicate human intelligence through machines.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"size-medium wp-image-296 aligncenter\" src=\"https:\/\/blog.ggn.dronacharya.info\/wp-content\/uploads\/2020\/04\/AI-Datascience-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/ggnindia.dronacharya.info\/blog\/wp-content\/uploads\/2020\/04\/AI-Datascience-300x225.jpg 300w, https:\/\/ggnindia.dronacharya.info\/blog\/wp-content\/uploads\/2020\/04\/AI-Datascience-768x576.jpg 768w, https:\/\/ggnindia.dronacharya.info\/blog\/wp-content\/uploads\/2020\/04\/AI-Datascience.jpg 966w\" sizes=\"(max-width: 300px) 85vw, 300px\" \/><\/p>\n<p>Different parts of above pattern or loop are used by Data Science to solve specific problems. For example, in the first step, i.e. <strong>Perception<\/strong>, data scientists aim to identify patterns with the help of the given data. Similarly, in the next step, i.e. <strong>Planning,<\/strong> have two aspects:<\/p>\n<ul>\n<li>Finding all possible solutions.<\/li>\n<li>Finding the best solution among all possible solutions<\/li>\n<\/ul>\n<p>Data analysis provides a framework that interrelates the above points as well as helps companies step forward. While machine learning can be clarified by taking it as a stand-alone topic, it can best be understood in the sense of its environment, i.e., the framework within which it is being used. To put it simply, <a href=\"https:\/\/ggnindia.dronacharya.info\/CSE-AI-ML\/home.aspx\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>machine learning<\/strong><\/a> is the bridge that ties Data Science and <a href=\"https:\/\/ggnindia.dronacharya.info\/blog\/the-eminence-of-artificial-intelligence-in-human-lives\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Artificial intelligence<\/strong><\/a>.<\/p>\n<p>That is because it\u2019s the process of learning from data over time. So for getting results and solutions for specific problems data science takes help from AI However, machine learning is what helps in achieving that goal. \u00a0Google\u2019s Search Engine is a real-life example.<\/p>\n<ul>\n<li>Google\u2019s search engine is a product of data science.<\/li>\n<li>To deliver intelligent results to the users, it uses predictive analysis, a system used by AI.<\/li>\n<li>For instance, if a person types \u201cbest jackets in NY\u201d on Google\u2019s search engine, then the AI collects this information through machine learning.<\/li>\n<li>Now, as soon as the person writes these two words in the search tool \u201cbest place to buy,\u201d the AI kicks in, and with predictive analysis completes the sentence as \u201cbest place to buy jackets in NY\u201d which is the most probable suffix to the query that the user had in mind.<\/li>\n<\/ul>\n<p>To be precise, Data Science covers AI, which includes machine learning. However, a Sub-technology Deep Learning also covered under machine learning. Deep Learning is a form of machine learning but differs in the use of <a href=\"https:\/\/www.mygreatlearning.com\/blog\/types-of-neural-networks\/\" target=\"_blank\" rel=\"noopener noreferrer\">Neural Networks<\/a>\u00a0where we stimulate the function of a brain to a certain extent and use a 3D hierarchy in data to identify patterns that are much more useful.<\/p>\n<p>Study B Tech. in <strong><a href=\"https:\/\/ggnindia.dronacharya.info\/CSE-AI-ML\/home.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">CSE (Artificial Intelligence and Machine Learning)<\/a>. <a href=\"https:\/\/ggnindia.dronacharya.info\/CSE\/home.aspx?depatment=CSE&amp;Course=B_Tech\" target=\"_blank\" rel=\"noopener noreferrer\">Computer Science Engineering<\/a>, <a href=\"https:\/\/ggnindia.dronacharya.info\/IT\/home.aspx?depatment=IT&amp;Course=B_Tech\" target=\"_blank\" rel=\"noopener noreferrer\">Information Technology<\/a>, <a href=\"https:\/\/ggnindia.dronacharya.info\/CSEIT\/home.aspx?depatment=CSEIT&amp;Course=B_Tech\" target=\"_blank\" rel=\"noopener noreferrer\">Computer Science and Information Technology<\/a><\/strong> from one of the <strong><a href=\"https:\/\/ggnindia.dronacharya.info\/\" target=\"_blank\" rel=\"noopener noreferrer\">Best B.Tech College in Delhi NCR<\/a><\/strong> and learn the above latest technology.<\/p>\n<p>Written by <strong>Prof. Yashvardhan Soni<\/strong>, Faculty Member, CSE Department<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Similar to data science, artificial intelligence is a wide area of technologies, systems and more that seek to replicate human intelligence through machines. Different parts of above pattern or loop are used by Data Science to solve specific problems. For example, in the first step, i.e. Perception, data scientists aim to identify patterns with the&#8230; <\/p>\n<div class=\"link-more\"><a href=\"https:\/\/ggnindia.dronacharya.info\/blog\/how-artificial-intelligence-data-science-and-machine-learning-are-interconnected\/\" class=\"read-more\">Read More<\/a><\/div>\n","protected":false},"author":1,"featured_media":295,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[14],"tags":[11,103,101,102],"_links":{"self":[{"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/posts\/294"}],"collection":[{"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/comments?post=294"}],"version-history":[{"count":10,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/posts\/294\/revisions"}],"predecessor-version":[{"id":378,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/posts\/294\/revisions\/378"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/media\/295"}],"wp:attachment":[{"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/media?parent=294"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/categories?post=294"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ggnindia.dronacharya.info\/blog\/wp-json\/wp\/v2\/tags?post=294"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}