{"id":11280,"date":"2026-08-10T10:30:08","date_gmt":"2026-08-10T10:30:08","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-statistics-for-data-science-solve-real-world-data-problems-2025-4\/"},"modified":"2026-08-10T10:30:08","modified_gmt":"2026-08-10T10:30:08","slug":"udemy-statistics-for-data-science-solve-real-world-data-problems-2025-4","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-statistics-for-data-science-solve-real-world-data-problems-2025-4\/","title":{"rendered":"Udemy \u2013 Statistics for Data Science: Solve Real World Data Problems. 2025-4"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Statistics for Data Science: Solve Real World Data Problems. This course teaches statistical concepts for solving data science problems with a practical, case-based approach. Suitable for those interested in data science, data analysis, and machine learning, this course introduces statistics not through dry theory, but through case studies, data visualization, and step-by-step implementations in Python. Using libraries like Statsmodels, participants apply statistical techniques directly to real data and gain hands-on experience right from the start. Topics include analyzing data distributions, comparing groups, measuring relationships, and building regression models. This course makes learning effective and engaging with clear explanations, coding exercises, and helpful resources. Designed for all levels, from beginners to those looking to brush up on their statistical knowledge, the only prerequisites are a basic familiarity with Python and a curiosity about data. Combining theory and practice, this course provides the foundations necessary for real-world data analysis and evidence-based decision-making.<\/span><\/p>\n<h3 class=\"\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Different types of data: Understand the types of data: categorical, numerical, and how they are measured.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data visualization techniques: Mastery of data visualization techniques (bar charts, line charts, pie charts, histograms, box plots, etc.).<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Key Statistical Measures: Understand key statistical measures such as mean, median, mode, variance, and standard deviation.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data analysis: Analyze central tendency, dispersion, and outliers to effectively summarize and interpret data.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Measuring relationships: Measuring relationships using correlations, covariance, and heatmaps.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Hypothesis Testing: An in-depth look at hypothesis testing with real-world applications of t-tests, chi-square tests, and more.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Linear Regression Models: Learn to implement linear regression models and interpret p-values, coefficients, and R-squared values.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Statsmodels: Use Statsmodels, a powerful Python library, to perform statistical analysis and modeling in your projects.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Aspiring data scientists: Those who want to build a strong statistical foundation.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Business analysts and professionals: Those looking to improve their data interpretation skills.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Students and graduates: from non-technical disciplines entering data-related roles.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Programmers and developers: Those migrating into data science or analytics.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Anyone preparing for data science interviews or technical case studies.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Description Statistics for Data Science: Solve Real World Data Problems.<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/statistics-for-data-science-solve-real-world-data-problems\/?couponCode=LETSLEARNNOW\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor:&nbsp; <\/span><a class=\"ud-btn ud-btn-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/temotec-learning-academy\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Temotec Learning Academy<\/span><\/span><\/a><span style=\"vertical-align: inherit\"> , <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/temotec-academy\/\"><span style=\"vertical-align: inherit\">Temotec Academy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 3 hours and 59 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 21<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus in 2025\/6<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-994783 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/07\/Statistics-for-Data-Science-Solve-Real-World-Data-Problems.-1.png\" alt=\"Statistics for Data Science: Solve Real World Data Problems.\" width=\"879\" height=\"469\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Statistics for Data Science: Solve Real World Data Problems course.<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No prior statistics knowledge required \u2014 everything is taught from the ground up.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic understanding of Python (lists, functions, loops) is helpful.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">A willingness to learn through hands-on examples and real datasets.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Access to a computer with internet connection (you\u2019ll install Jupyter Notebook, use Google Colab) or VScode.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-994784 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/07\/Statistics-for-Data-Science-Solve-Real-World-Data-Problems.png\" alt=\"Statistics for Data Science: Solve Real World Data Problems.\" width=\"856\" height=\"393\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-170564-1\"><video class=\"wp-video-shortcode\" id=\"video-170564-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_for_Data_Science_Solve_Real_World_Data_Problems_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_for_Data_Science_Solve_Real_World_Data_Problems_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_for_Data_Science_Solve_Real_World_Data_Problems_Downloadly.ir.mp4?nocache=1786140409082\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_for_Data_Science_Solve_Real_World_Data_Problems_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Statistics_for_Data_Science_Solve_Real_World_Data_Problems_2025-4_Downloadly.ir.rar?nocache=1786140408\"><span style=\"vertical-align: inherit\">Download file \u2013 651 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">651 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Statistics for Data Science: Solve Real World Data Problems. This course teaches statistical concepts for solving data science problems with a pract<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[94243,94244,94245,94246,94247,94248,18725],"class_list":["post-11280","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-statistics-for-data-science-solve-real-world-data-problems","dgi_tag-download-course-statistics-for-data-science-solve-real-world-data-problems","dgi_tag-download-statistics-for-data-science-solve-real-world-data-problems","dgi_tag-free-download-statistics-for-data-science-solve-real-world-data-problems","dgi_tag-free-statistics-for-data-science-solve-real-world-data-problems","dgi_tag-temotec-academy","dgi_tag-temotec-learning-academy"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11280","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11280\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11280"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11280"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}