{"id":2254,"date":"2019-06-25T11:19:31","date_gmt":"2019-06-25T11:19:31","guid":{"rendered":"https:\/\/prwatech.in\/blog\/?p=2254"},"modified":"2024-03-27T10:33:37","modified_gmt":"2024-03-27T10:33:37","slug":"uniform-distribution-tutorial","status":"publish","type":"post","link":"https:\/\/prwatech.in\/blog\/data-science\/data-science-modules\/uniform-distribution-tutorial\/","title":{"rendered":"Uniform Distribution tutorial"},"content":{"rendered":"<h1 style=\"text-align: center;\">Uniform Distribution tutorial<\/h1>\n<p>&nbsp;<\/p>\n<p><strong>Uniform Distribution tutorial<\/strong>, Welcome to the world of statistics and probability uniform\u00a0distributions in Data science.\u00a0In the previous section, we have learned about <b><a href=\"https:\/\/prwatech.in\/blog\/data-science\/random-variable-tutorial\/\">random variables<\/a> in data science\u00a0<\/b>and how it calculates.\u00a0Now, we will talk about <b>uniform distribution in data science<\/b>.<\/p>\n<p>Having knowledge of statistical models will be a strong benefit to the <a href=\"https:\/\/prwatech.in\/data-science-training-institute-in-bangalore\/\"><b>Data analyst<\/b><\/a>. Every time we start working on a new dataset, we need to first do exploratory data analysis (EDA) to get characteristics of features. Therefore, if we know with which distributions we are working, it is easy to make a decision about which model is best.<\/p>\n<p>In this tutorial, one can easily learn about different types of uniform distributions that are available with examples. Are you also dreaming to become certified in the\u00a0<b>Data Science<\/b>, then stop just dreaming get your advanced\u00a0<b>Data science course\u00a0<\/b>from India\u2019s Leading <a href=\"https:\/\/prwatech.in\/data-science-training-institute-in-bangalore\/\"><b>Data science training institute in Bangalore<\/b><\/a><\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/6y49iju4gWg\" width=\"850\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<h2>What is a Uniform Distribution in Data Science?<\/h2>\n<p>Uniform Distribution in data science is defined as a type of probability distribution where sets of outcomes that are nearly equal.<br \/>\nHence, the graph prepared out the outcome points of Probability Distribution forms a Rectangle kind of shape. Therefore, it is also known as <strong>Rectangular Distribution.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2256\" title=\"Uniform distribution in data science\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/UD.png\" alt=\"Uniform distribution in data science\" width=\"850\" height=\"607\" \/><\/p>\n<h2>Types of Uniform Distribution<\/h2>\n<p>&nbsp;<\/p>\n<h3>Discrete Random Uniform Distribution formula<\/h3>\n<p>It consists of discrete unique value. In other words, it has distinct variables.<\/p>\n<p><strong>Example:<\/strong><\/p>\n<p>Suppose we throw a die. Let X be the random variable denoting what number is thrown if we throw a die.<\/p>\n<p>P(X = 1) = 1\/6<br \/>\nP(X = 2) = 1\/6 etc<\/p>\n<p>In fact, P(X = x) = 1\/6 for all x between 1 and 6. Hence we have a uniform distribution.<\/p>\n<p>Therefore, the uniform distribution variable is 1\/6.<\/p>\n<p>&nbsp;<\/p>\n<h3>Continuous Random Uniform Distribution formula<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2258\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/crd.png\" alt=\"continous uniform random distribution formula\" width=\"850\" height=\"151\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>How to calculate Uniform Random Variable<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2260\" title=\"Uniform randam variable formula\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/ud1.jpg\" alt=\"Uniform randam variable formula\" width=\"850\" height=\"638\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/ud1.jpg 469w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/ud1-300x225.jpg 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/p>\n<h3>Uniform Distribution Example<\/h3>\n<p>The standard deviation of the uniformly distributed random variable between 1 and 4 is:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2262\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/ud2.jpg\" alt=\"Uniform Distribution Tutorial\" width=\"850\" height=\"705\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/ud2.jpg 392w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/06\/ud2-300x249.jpg 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/p>\n<p>Therefore, the standard deviation of the uniformly distributed random variable is 0.75.<\/p>\n<p>Hence, in this uniform distribution tutorial, we discussed some important types of uniform distributions and also how to calculate them with real-time examples.<\/p>\n<p>Still, Interested in learning more? or Do you want to get in-depth knowledge of Data Science? Then Take <a href=\"https:\/\/prwatech.in\/data-science-training-institute-in-bangalore\/\">Data science Training<\/a> from today itself under 15+ Years of Hands-on Experienced Professionals from <a href=\"https:\/\/prwatech.com\">Prwatech<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uniform Distribution tutorial &nbsp; Uniform Distribution tutorial, Welcome to the world of statistics and probability uniform\u00a0distributions in Data science.\u00a0In the previous section, we have learned about random variables in data science\u00a0and how it calculates.\u00a0Now, we will talk about uniform distribution in data science. Having knowledge of statistical models will be a strong benefit to the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26,1704],"tags":[106,107,105,104,108],"class_list":["post-2254","post","type-post","status-publish","format-standard","hentry","category-data-science","category-data-science-modules","tag-types-of-uniform-distribution","tag-uniform-distribution-example","tag-uniform-distribution-formula","tag-uniform-distribution-in-data-science","tag-uniform-distribution-tutorial-in-data-science"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Uniform Distribution tutorial with examples | Prwatech<\/title>\n<meta name=\"description\" content=\"Uniform Distribution tutorial, different types of uniform probability distributions in Data 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