{"id":75,"date":"2020-06-01T11:16:11","date_gmt":"2020-06-01T11:16:11","guid":{"rendered":"https:\/\/imageconindia.com\/blog\/?p=75"},"modified":"2020-06-01T11:16:11","modified_gmt":"2020-06-01T11:16:11","slug":"data-science-solutions","status":"publish","type":"post","link":"https:\/\/imageconindia.com\/blog\/2020\/06\/01\/data-science-solutions\/","title":{"rendered":"Data Science Solutions"},"content":{"rendered":"\n<p>Data is all around the world. In the data driven world\nthere are many different terms to be understood to analyze the informations out\nof them. In this post you\u2019ll understand the various data science solutions. <\/p>\n\n\n\n<p><strong>Solutions <\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Predictive Analytics<\/li><li>Statistical Modeling<\/li><li>Machine Learning<\/li><li>Data Engineering<\/li><li>Attribution Modeling<\/li><li>Personalization<\/li><li>Decision\/Portfolio Optimization<\/li><li>Content Optimization<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Predictive Analytics<\/strong>: Predictive analytics is the\nbranch of the advanced analytics which is used to make predictions about\nunknown future events. Predictive analytics uses many techniques from data\nmining, statistics, modeling, machine learning, and artificial intelligence to\nanalyze current data to make predictions about future.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Statistical Modeling<\/strong>: In simple terms, statistical\nmodeling is a simplified, mathematically-formalized way to approximate reality\n(i.e. what generates your data) and optionally to make predictions from this\napproximation. The statistical model is the mathematical equation that is used.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Machine Learning<\/strong>: Machine learning is an\napplication of artificial intelligence (AI) that provides systems the ability\nto automatically learn and improve from experience without being explicitly\nprogrammed. Machine learning focuses on the development of computer programs\nthat can access data and use it learn for themselves.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Data Engineering<\/strong>: Data Engineering is also called\nas information engineering that they build pipelines that transform that data\ninto formats that data scientists can use.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Attribution Modeling<\/strong> : Attribution modeling is a framework for analyzing which touchpoint, or marketing channels, receive credit for a conversion.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Personalization <\/strong>: Personalization is a means of meeting the customer&#8217;s needs more effectively and efficiently, making interactions faster and easier and, consequently, increasing customer satisfaction and the likelihood of repeat visits.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Decision Optimization<\/strong>: Decision\nOptimization technology uses advanced mathematical and artificial intelligence\ntechniques to solve decision-making problems that involve millions of decision\nvariables, business constraints and trade-offs.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Content Optimization<\/strong>: Content optimization is the\nprocess of making sure content is written in a way that it can reach the\nlargest possible target audience. <\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data is all around the world. In the data driven world there are many different terms to be understood to analyze the informations out&#8230;<\/p>\n","protected":false},"author":2,"featured_media":76,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[12,3,9],"tags":[16,27,34,57],"class_list":["post-75","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data","category-data-science","category-technology","tag-analytics","tag-data-science","tag-data-science-solutions","tag-machine-learning"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/posts\/75","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/comments?post=75"}],"version-history":[{"count":0,"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/posts\/75\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/media\/76"}],"wp:attachment":[{"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/media?parent=75"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/categories?post=75"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/imageconindia.com\/blog\/wp-json\/wp\/v2\/tags?post=75"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}