{"id":4906,"date":"2020-08-01T10:30:53","date_gmt":"2020-08-01T10:30:53","guid":{"rendered":"https:\/\/www.homeworkjoy.com\/infographics\/?p=4906"},"modified":"2022-07-02T05:33:41","modified_gmt":"2022-07-02T12:33:41","slug":"what-is-data-science-and-how-it-works-beginners-guide","status":"publish","type":"post","link":"https:\/\/www.homeworkjoy.com\/infographics\/what-is-data-science-and-how-it-works-beginners-guide\/","title":{"rendered":"What is Data Science and How It Works? | Beginners\u2019 Guide"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Data science is evolving as the most demanding career path for skilled professionals. That is why students are often amused to know what data science is?\u00a0 What do data scientists do? So today, we\u2019ll discuss all these questions here. Let\u2019s understand this in-depth.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Also, read our new posts:<\/span><\/p>\n<p><a href=\"https:\/\/www.homeworkjoy.com\/infographics\/tips-and-learning\/what-are-the-different-types-of-databases-in-computer\/\"><span style=\"font-weight: 400;\">What are the Different Types of Databases in Computer?<\/span><\/a><\/p>\n<h2><span style=\"font-weight: 400;\">What is Data Science?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Data science is one of the interdisciplinary fields that uses algorithms, scientific methods, and different systems to extract knowledge.\u00a0 All the core data stores in the warehouses. We can build advanced capabilities with it. So data science is using this raw data in more creative ways. For example, Netflix mines movies data to understand what users\u2019 interests are.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">4 Pillars of Data Science Expertise<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">There are four pillars of data science expertise. It uses different techniques and theories drawn from the following fields, also known as pillars of data science.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Business (domain)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Mathematics (statistics and probability)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Computer Science (software)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Communication (written and verbal)<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Who is a Data Scientist?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Based on the pillars mentioned above, a data scientist uses existing data sources to synthesize large amounts of information. These data scientists have to perform the following tasks:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Identify the data analytics problem.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Collecting large sets of information or data<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Clean and ensure data accuracy.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Communicate findings to stakeholders<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Use of Data Science<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The following are some use of data science:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Fraud and risk detection in banks<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Medical image analysis<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Biological research like genetics, genomics, and drug development\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Internet search and targeted advertising<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Recognition applications like speech and image recognition<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Skills Needed To Become Data Scientists<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The following are different skills that you should have to become a data scientist in the future:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Expertise in Mathematics<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Being a data scientist, you should have qualitative lenses to view data. It means you should have expertise in mathematics. So you should know inferential techniques and machine learning algorithms based on linear algebra.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Awareness of Technology<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Let\u2019s be clear. If you have to work on the computer all day long, then you should be aware of the latest technology to enhance your knowledge. You must have<\/span><a href=\"https:\/\/www.homeworkjoy.com\/infographics\/tips-and-learning\/covid-19-functions-of-antibodies-and-its-types\/\"><span style=\"font-weight: 400;\"> technical skills<\/span><\/a><span style=\"font-weight: 400;\"> because data scientists have to wrangle enormous data sets and work with different algorithms.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Strong Business Tactics<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Data scientists need to know business tactics as they have to make a precise alignment between data science and business goals. So they must know how to solve core business problems.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It was a guide what is data science. Furthermore, contact our experts for any type of<\/span><a href=\"https:\/\/www.homeworkjoy.com\/computer-science-help\/\"> <span style=\"font-weight: 400;\">computer science assignment help<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data science is evolving as the most demanding career path for skilled professionals. That is why students are often amused to know what data science is?\u00a0 What do data scientists do? So today, we\u2019ll discuss all these questions here. Let\u2019s understand this in-depth. Also, read our new posts: What are the Different Types of Databases [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4907,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.2.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is Data Science and How It Works<\/title>\n<meta name=\"description\" content=\"What is Data Science? This question is what every student is looking for nowadays. 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