{"id":12711,"date":"2026-08-10T10:49:21","date_gmt":"2026-08-10T10:49:21","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-effective-data-analysis-video-edition-2025-3\/"},"modified":"2026-08-10T10:49:21","modified_gmt":"2026-08-10T10:49:21","slug":"oreilly-effective-data-analysis-video-edition-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-effective-data-analysis-video-edition-2025-3\/","title":{"rendered":"Oreilly \u2013 Effective Data Analysis, Video Edition 2025-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Effective Data Analysis, Video Edition. This course teaches the technical and soft skills necessary for success in the data analyst role. Assuming participants have a basic understanding of Python, R, SQL, and statistics, this course bridges the gap between foundational knowledge and practical application in real-world environments. Course content provides practical guidance for transforming business questions into effective data projects, choosing the right metrics to track, and completing the toolbox of a modern data analyst. The training includes practical advice for increasing one\u2019s value to the organization by choosing the right analytical approaches and fostering a data-driven culture. It also covers critical topics such as stakeholder management, navigating complex issues, and defending resources. Participants learn technical skills such as defining metrics, code testing, automation, and data cleansing, along with insights into the realities of the job. A key part of the training is how to transform vague requirements into efficient data pipelines. Mona Khalil\u2019s sincere writing style, along with industry illustrations and examples, makes the material easier to understand.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Maximize the impact of your projects and analytical outputs.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Identify and use data sources to improve organizational insights.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Mastery of statistical tests, understanding their strengths, limitations, and when to use them.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Overcoming the challenges and caveats of each stage of an analytics project.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Apply your expertise in diverse fields with confidence.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Identify and combine external data.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Communicating with non-technical stakeholders.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Performing and interpreting statistical tests.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Techniques for dealing with any business problem.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Data analysts with little work experience (useful for everyone).<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details: Effective Data Analysis, Video Edition<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.oreilly.com\/videos\/effective-data-analysis\/9781633438415VE\/\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Oreilly<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/mona-khalil\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Mona Khalil<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 13 hours and 44 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1012951\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Effective-Data-Analysis-Video-Edition-1.png\" alt=\"Effective Data Analysis, Video Edition\" width=\"291\" height=\"1897\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1012952 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Effective-Data-Analysis-Video-Edition-2.png\" alt=\"Effective Data Analysis, Video Edition\" width=\"291\" height=\"1306\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Images from the Effective Data Analysis course, Video Edition<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1012953 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Effective-Data-Analysis-Video-Edition.png\" alt=\"Effective Data Analysis, Video Edition\" width=\"1232\" height=\"393\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" 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-180744-1\"><video class=\"wp-video-shortcode\" id=\"video-180744-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Effective_Data_Analysis_Video_Edition_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Effective_Data_Analysis_Video_Edition_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Effective_Data_Analysis_Video_Edition_Downloadly.ir.mp4?nocache=1786173488057\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Effective_Data_Analysis_Video_Edition_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 dir=\"auto\" style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Downloadly<\/span><\/h4>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Oreilly_Effective_Data_Analysis_Video_Edition_2025-3.part1_Downloadly.ir.rar?nocache=1786173487\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Oreilly_Effective_Data_Analysis_Video_Edition_2025-3.part2_Downloadly.ir.rar?nocache=1786173487\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Oreilly_Effective_Data_Analysis_Video_Edition_2025-3.part3_Downloadly.ir.rar?nocache=1786173487\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 3 \u2013 11 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/6d0b5af4d5e6e42aa6900f65122db78a\/Oreilly_Effective_Data_Analysis_Video_Edition_2025-3.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/94d0aa93de4836333dfbb692c391d032\/Oreilly_Effective_Data_Analysis_Video_Edition_2025-3.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/69ee4278c0652762c5ee14ada930cfb3\/Oreilly_Effective_Data_Analysis_Video_Edition_2025-3.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 11 MB<\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">2.01 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Effective Data Analysis, Video Edition. This course teaches the technical and soft skills necessary for success in the data analyst role. Assuming p<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[104639,104640,104641,104642,104643,99695],"class_list":["post-12711","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-effective-data-analysis-video-edition","dgi_tag-download-course-effective-data-analysis-video-edition","dgi_tag-download-effective-data-analysis-video-edition","dgi_tag-free-download-effective-data-analysis-video-edition","dgi_tag-free-effective-data-analysis-video-edition","dgi_tag-mona-khalil"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12711","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\/12711\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=12711"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=12711"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=12711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}