{"id":10819,"date":"2021-07-09T20:18:43","date_gmt":"2021-07-09T14:48:43","guid":{"rendered":"https:\/\/test-blog.unicreds.com\/blog\/?p=10819"},"modified":"2023-09-25T17:28:41","modified_gmt":"2023-09-25T11:58:41","slug":"everything-you-need-to-know-about-data-science","status":"publish","type":"post","link":"https:\/\/unicreds.com\/blog\/everything-you-need-to-know-about-data-science\/","title":{"rendered":"Ultimate Beginner\u2019s Guide on Data Science You Should Know"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_75 counter-flat ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/unicreds.com\/blog\/everything-you-need-to-know-about-data-science\/#What_Is_Data_Science\" >What Is Data Science?<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/unicreds.com\/blog\/everything-you-need-to-know-about-data-science\/#Data_Science_And_Its_Importance\" >Data Science And Its Importance<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/unicreds.com\/blog\/everything-you-need-to-know-about-data-science\/#Prerequisites_For_Data_Science\" >Prerequisites For Data Science<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/unicreds.com\/blog\/everything-you-need-to-know-about-data-science\/#Who_Is_A_Data_Scientist_And_What_Is_Their_Role\" >Who Is A Data Scientist And What Is Their Role?<\/a><\/li><\/ul><\/nav><\/div>\n<div id=\"bsf_rt_marker\"><\/div>\n<p>Data science is prevalent in all industries today, given the massive amounts of data produced on a daily basis. If you\u2019re planning to venture into the field of data science, let me tell you that it is one of the most debated topics in the industry these days. Whether you\u2019re looking at big organizations and MNCs, or start-ups and joint ventures, you\u2019ll notice that they have all started implementing data science techniques in order to grow their business. It eventually boils down to customer satisfaction and you\u2019ll see how. In this article, we\u2019ve elaborated on everything you need to know about data science, and what you can do to get started in this field.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Is_Data_Science\"><\/span><strong>What Is Data Science?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><br>To put it in simpler terms for you, data science is the field that uses scientific methods, procedures, algorithms, and systems to extract certain values from the collected data. Data scientists deal with vast volumes of data to find unseen patterns, derive meaningful information, and eventually help in making impactful business decisions. It\u2019s basically the process of receiving raw data, extracting hidden patterns from there, and converting them into useful information that\u2019ll help better an organization\u2019s decision-making process.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/cdn.unicreds.com\/blog\/wp-content\/uploads\/2021\/07\/09201758\/david-pupaza-Q9-QEy1_jYI-unsplash-min-1024x683.jpg\" alt=\"everything you need to know about data science\" class=\"wp-image-10823\" srcset=\"https:\/\/cdn.unicreds.com\/blog\/wp-content\/uploads\/2021\/07\/09201758\/david-pupaza-Q9-QEy1_jYI-unsplash-min-980x653.jpg 980w, https:\/\/cdn.unicreds.com\/blog\/wp-content\/uploads\/2021\/07\/09201758\/david-pupaza-Q9-QEy1_jYI-unsplash-min-480x320.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Science_And_Its_Importance\"><\/span><strong>Data Science And Its Importance<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><br>In this article on everything you need to know about data science, let\u2019s move on to its importance and understand how organizations benefit from it in this era. When does an organization or an agency know that they need to analyze their raw data at a particular time? Let\u2019s put it this way: Data science or data-driven science enables a) Better decision-making, b) Predictive analysis, and c) Pattern discovery and recognition. It lets you do the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Find the leading cause of a problem by asking the right questions<\/li>\n\n\n\n<li>Perform exploratory study on the data<\/li>\n\n\n\n<li>Model the data using various algorithms&nbsp;<\/li>\n\n\n\n<li>Communicate and visualize the results via graphs, dashboards, etc<\/li>\n<\/ul>\n\n\n\n<p>Unlike data in the traditional systems which was mostly structured, today most of the data is unstructured or semi-structured. That is when the use of complex and advanced analytical tools comes into play when this unstructured data is to be processed, broken down, formatted, analyzed, and re-formatted into necessary information.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Prerequisites_For_Data_Science\"><\/span><strong>Prerequisites For Data Science<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><br>Data science, today, has become so important that it is in fact one of the highest paying jobs with competitive salaries and tremendous opportunities. When you\u2019re looking at everything you need to know about data science from a beginner\u2019s perspective, there are certain technical concepts that you will need to learn to proceed further in this field. Elaborating on a few of these things you need to know about data science:<\/p>\n\n\n\n<p><strong>Machine Learning:<\/strong> Consider machine learning as the backbone of data science. Statistics aside, you need to ensure that you have a solid grasp of ML if you\u2019re planning a solid career in this field.&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>Modeling:<\/strong> When certain data is procured by an organization and handed over to the data analysts and data scientists, there are mathematical calculations and algorithms that are involved. In order to identify these algorithms and calculations that are required to analyze and gather the data, mathematical modeling is crucial. It is a part of ML and helps decide which is the most appropriate algorithm that can not only identify the problem but also solve the given problem.<\/p>\n\n\n\n<p><strong>Statistics:<\/strong> You cannot talk about everything you need to know about data science without mentioning statistics. Statistics are at the core of data science. A sturdy handle on statistics can help you extract more intelligence and obtain more meaningful results.<\/p>\n\n\n\n<p><strong>Programming:<\/strong> A certain level of programming is required in order to execute a successful data science project. The most common programming languages for data science are Python, and R. Python is especially popular because it\u2019s easy to learn, and it supports multiple libraries for Machine Learning.<br><br>Talking about programming, have you heard of <a href=\"https:\/\/unicreds.com\/blog\/coding-boot-camps-that-defer-tuition\" target=\"_blank\" rel=\"noreferrer noopener\">coding boot camps that defer tuition<\/a>?<\/p>\n\n\n\n<p><strong>Databases:<\/strong> The last, but surely not the least is the art of creating and maintaining databases. As a capable data scientist, you should understand how databases work, how to manage them, and how to extract data from them.&nbsp;<\/p>\n\n\n\n<p><em>If you\u2019re an international student who requires financial aid and wishes to apply for an education loan, make sure you fill out the form in this blog.<\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn.unicreds.com\/blog\/wp-content\/uploads\/2021\/07\/09201418\/science-in-hd-oh40PfFL520-unsplash-min-1024x681.jpg\" alt=\"everything you need to know about data science\" class=\"wp-image-10821\" style=\"width:695px;height:462px\" width=\"695\" height=\"462\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Who_Is_A_Data_Scientist_And_What_Is_Their_Role\"><\/span><strong>Who Is A Data Scientist And What Is Their Role?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><br>A data scientist is someone who analyzes the procured data to extract meaningful insights with the help of algorithms and other tools. Here\u2019s the role of a data scientist in everything you need to know about data science:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ask the right questions to understand the problem<\/li>\n\n\n\n<li>Gather data from multiple sources\u2014enterprise data, public data, etc<\/li>\n\n\n\n<li>Process raw data and convert it into a format suitable for analysis<\/li>\n\n\n\n<li>Feed the data into the analytic system\u2014ML algorithm or a statistical model<\/li>\n\n\n\n<li>Prepare the results and insights to share with the appropriate stakeholders<\/li>\n<\/ul>\n\n\n\n<p>In this data science career guide, you would have noticed that in order to accomplish these tasks, getting familiar with machine learning algorithms is a necessity. It\u2019ll help you understand your data more clearly and will give you a sense of direction or an approach. Quite similar to how Google maps work in directing you towards a particular location!<\/p>\n\n\n\n<p><em>Thank you for reading this blog on <\/em><em>Everything You Need To Know About Data Science<\/em><em>. If you wish to read more, here are some blogs that might be of interest:<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/unicreds.com\/blog\/new-stimulus-package-update\" target=\"_blank\" rel=\"noreferrer noopener\"><em>New Stimulus Package Update \u2013 2021<\/em><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/unicreds.com\/blog\/new-stimulus-package-update\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Top 12 Industries That Let You Work From Anywhere<\/em><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/unicreds.com\/blog\/new-stimulus-package-update\" target=\"_blank\" rel=\"noreferrer noopener\"><em>20 Jobs For Extroverts and Social People That Will Pay The Bills<\/em><\/a><\/li>\n<\/ul>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>Data science is prevalent in all industries today, given the massive amounts of data produced on a daily basis. If you\u2019re planning to venture into the field of data science, let me tell you that it is one of the most debated topics in the industry these days. Whether you\u2019re looking at big organizations and [&hellip;]<\/p>\n","protected":false},"author":91,"featured_media":26843,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[52],"tags":[],"class_list":["post-10819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-academic"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ultimate Beginner\u2019s Guide on Data Science You Should Know - UniCreds Blog<\/title>\n<meta name=\"description\" content=\"In this article, we\u2019ve elaborated on everything you need to know about data science, and what you can do to get started in this field.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/unicreds.com\/blog\/everything-you-need-to-know-about-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ultimate Beginner\u2019s Guide on Data Science You Should Know - 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