{"id":9962,"date":"2024-10-22T10:20:09","date_gmt":"2024-10-22T13:20:09","guid":{"rendered":"https:\/\/eseg.edu.br\/blog\/modelagem-estatistica-entenda-o-que-e-e-por-que-vale-incluir-esse-conhecimento-na-sua-formacao-profissional\/"},"modified":"2026-05-12T00:23:25","modified_gmt":"2026-05-12T03:23:25","slug":"statistical-modeling-understand-what-it-is-and-why-its-worth-including-this-knowledge-in-your-professional-training","status":"publish","type":"post","link":"https:\/\/eseg.edu.br\/en\/blog\/modelagem-estatistica-entenda-o-que-e-e-por-que-vale-incluir-esse-conhecimento-na-sua-formacao-profissional\/","title":{"rendered":"Statistical modeling: understand what it is and why it&#039;s worth including this knowledge in your professional training."},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"7066\" class=\"elementor elementor-7066\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de56148 e-flex e-con-boxed sticky-no is-skin bg-el bg-inherit bg-light nochange-no bg-no bg-no box-no e-con e-parent\" data-id=\"de56148\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b195d92 elementor-widget elementor-widget-text-editor\" data-id=\"b195d92\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h1><strong>Statistical modeling: understand what it is and why it&#039;s worth including this knowledge in your professional training.<\/strong><\/h1><p><span style=\"font-weight: 400;\">According to a study by BI-Survey, approximately <\/span><b>60% of high-performing companies base their decisions on data.<\/b><span style=\"font-weight: 400;\">. Regardless of the sector, businesses are increasingly seeking professionals who know how to use data collection and analysis techniques, such as statistical modeling.<\/span><\/p><p><span style=\"font-weight: 400;\">In this text, we will explain what this tool is, how it is used in practice in companies, and why acquiring this skill can boost your career.<\/span><\/p><h2><strong>What is statistical modeling?<\/strong><\/h2><p><span style=\"font-weight: 400;\">Statistical modeling is a technique that uses mathematical and statistical tools to create simplified representations of reality. Basically, <\/span><b>Modeling transforms a set of information into formulas or equations that describe how different variables are related.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">These results are based on data and serve to understand patterns, predict scenarios, and help in making more informed decisions.<\/span><\/p><p><span style=\"font-weight: 400;\">There are several areas in which statistical modeling can be applied, such as <\/span><a href=\"https:\/\/blog.eseg.edu.br\/curso-de-economia\/\"><span style=\"font-weight: 400;\">economy<\/span><\/a><span style=\"font-weight: 400;\">, biology, marketing, and engineering. Economists, for example, can use this strategy to predict a country&#039;s economic growth, while companies can use it to understand consumer behavior and create more effective marketing strategies.<\/span><\/p><p><span style=\"font-weight: 400;\">One of the main differences between statistical modeling and other forms of data analysis, such as descriptive analysis, is that modeling goes beyond simply observing the data; instead of just writing down what happened, <\/span><b>seeks to understand underlying relationships between variables<\/b><span style=\"font-weight: 400;\"> and to make predictions about the future.<\/span><\/p><p><span style=\"font-weight: 400;\">Thus, it also differs from <\/span><a href=\"https:\/\/blog.eseg.edu.br\/aplicacoes-de-deep-learning\/\"><span style=\"font-weight: 400;\">machine learning approaches<\/span><\/a><span style=\"font-weight: 400;\">, For example, because it focuses more on the automation and adaptability of algorithms.<\/span><\/p><p><b>Read more: <\/b><a href=\"https:\/\/blog.eseg.edu.br\/mercado-de-engenharia\/\"><b>Discover now how to stand out in the Engineering market!<\/b><\/a><\/p><h2><strong>How is statistical data modeling used in practice?<\/strong><\/h2><p><span style=\"font-weight: 400;\">Okay, so far you&#039;ve understood what data modeling is and how it differs from other analysis strategies. But how does it work in practice?<\/span><\/p><p><span style=\"font-weight: 400;\">This strategy follows a few basic steps that transform raw data into useful concepts. Check it out:<\/span><\/p><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data collection<\/b><span style=\"font-weight: 400;\"> \u2014 gathering relevant information about the problem to be analyzed;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cleaning and organizing the data<\/b><span style=\"font-weight: 400;\"> \u2014 removal of outliers, also known as inconsistencies, that may distort the results;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Choosing the modeling structure<\/b><span style=\"font-weight: 400;\"> \u2014 selecting an appropriate method, such as linear regression, based on the purpose of the analysis;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Training and testing of the model<\/b><span style=\"font-weight: 400;\"> \u2014 using a sample of the data for training and testing, ensuring its accuracy;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Results forecast<\/b><span style=\"font-weight: 400;\"> \u2014 After the test, use a larger sample size to make predictions based on the model.<\/span><\/li><\/ol><p><span style=\"font-weight: 400;\">To optimize processes and improve decision-making, many companies use statistical modeling. One of them is Amazon, which uses statistical models to predict product demand, thus optimizing inventory and improving delivery times.<\/span><\/p><p><b>Read more: <\/b><a href=\"https:\/\/blog.eseg.edu.br\/o-que-e-data-science-2\/\"><b>What is Data Science and what are its trends in the job market?<\/b><\/a><\/p><h2><strong>Why can learning statistical modeling boost your career?<\/strong><\/h2><p><span style=\"font-weight: 400;\">Learning statistical modeling can significantly boost your career, especially because <\/span><b>We are in a job market that is increasingly data-driven.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Companies across a wide range of sectors are seeking professionals capable of analyzing large volumes of information and making evidence-based strategic decisions.<\/span><\/p><p><span style=\"font-weight: 400;\">Furthermore, the market is highly competitive, so mastering statistical modeling will be a significant advantage in becoming a more attractive candidate for positions involving data analysis.<\/span><\/p><p><span style=\"font-weight: 400;\">Sectors such as <\/span><b>Business, healthcare, economics, technology, and engineering are major users of statistical modeling.<\/b><span style=\"font-weight: 400;\"> And mastering this tool is almost indispensable for anyone who wants to succeed in these areas.<\/span><\/p><p><span style=\"font-weight: 400;\">Furthermore, for those working in data science, statistical modeling is an essential skill in the age of...<\/span><a href=\"https:\/\/blog.eseg.edu.br\/analise-de-dados\/\"> <span style=\"font-weight: 400;\">Big Data<\/span><\/a><span style=\"font-weight: 400;\">With the explosion of data generated daily, organizations need specialists who can identify patterns, predict behaviors, and optimize processes based on concrete information.<\/span><\/p><p><b>Read more: <\/b><a href=\"https:\/\/blog.eseg.edu.br\/engenheiro-de-dados-profissao-do-futuro\/\"><b>Data engineer: a trending profession for the future.<\/b><\/a><\/p><h2><strong>Statistical modeling courses: how to choose the best training<\/strong><\/h2><p><span style=\"font-weight: 400;\">If you are interested in the field of statistical modeling, it is important to consider some key points when choosing your course to ensure relevant training aligned with market needs.<\/span><\/p><p><span style=\"font-weight: 400;\">First, check if the course covers both theoretical fundamentals and practical application. Quality classes should teach the use of statistical tools such as R, Python, and analysis software like SPSS or...<\/span><a href=\"https:\/\/blog.eseg.edu.br\/dez-dicas-para-dominar-o-excel\/\"> <span style=\"font-weight: 400;\">Excel<\/span><\/a><span style=\"font-weight: 400;\">, In addition to offering real-world case studies.<\/span><\/p><p><span style=\"font-weight: 400;\">Another important point is flexibility: whether you prefer online or in-person classes, look for options that fit into your routine and provide interactive learning.<\/span><\/p><p><span style=\"font-weight: 400;\">A <\/span><a href=\"https:\/\/blog.eseg.edu.br\/por-que-estudar-na-eseg\/\"><span style=\"font-weight: 400;\">ESEG College<\/span><\/a><span style=\"font-weight: 400;\">\u00a0This is an excellent opportunity for those who wish to specialize in statistical modeling: the institution combines theory with practice and uses innovative methodologies to help students prepare for the challenges of the job market.<\/span><\/p><p><span style=\"font-weight: 400;\">Featuring a team of highly qualified teachers and a modern structure, <\/span><b>ESEG is currently one of the leading universities in the city of S\u00e3o Paulo, and this extends to its Professional Development courses, such as Statistical Modeling.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Therefore, by learning about the field of statistical modeling, the job opportunities available in the market, and how ESEG will help you obtain the necessary qualifications, you are one step closer to entering this very promising area. <\/span><a href=\"https:\/\/cursos.eseg.edu.br\/modelagem-estatistica\/\"><span style=\"font-weight: 400;\">Access the page for our Statistical Modeling course.<\/span><\/a><span style=\"font-weight: 400;\"> and secure your spot!<\/span><\/p><p style=\"text-align: center;\"><b>Follow ESEG College on social 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Companies in various sectors value this skill for strategic decision-making. Learn more!<\/p>","protected":false},"author":4,"featured_media":9961,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[58,59,60],"tags":[],"class_list":["post-9962","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-curso-de-extensao","category-curso-online","category-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Modelagem estat\u00edstica: entenda o que \u00e9 e por que vale incluir esse conhecimento na sua forma\u00e7\u00e3o profissional<\/title>\n<meta name=\"description\" content=\"Modelagem estat\u00edstica: entenda o que \u00e9 e por que vale incluir esse conhecimento na sua forma\u00e7\u00e3o profissional | Faculdade ESEG\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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