{"id":9197,"date":"2026-08-10T10:04:42","date_gmt":"2026-08-10T10:04:42","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/coursera-data-oriented-python-programming-and-debugging-specialization-2025-3\/"},"modified":"2026-08-10T10:04:42","modified_gmt":"2026-08-10T10:04:42","slug":"coursera-data-oriented-python-programming-and-debugging-specialization-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/coursera-data-oriented-python-programming-and-debugging-specialization-2025-3\/","title":{"rendered":"Coursera \u2013 Data-Oriented Python Programming and Debugging Specialization 2025-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">Data-Oriented Python Programming and Debugging Specialization is a data-oriented programming course in Python published by Coursera Online Academy. This course focuses on data-oriented programming in Python and equips learners with the skills to efficiently process, analyze, and debug data-driven applications. It covers key topics such as data structures, memory optimization, performance tuning, and working with large data sets using libraries such as NumPy and Pandas. Students will learn advanced debugging techniques, error handling, and profiling tools to optimize Python code.<\/p>\n<p dir=\"ltr\">The courses in this series explore how to write and debug code, as well as manipulate and analyze data using Python\u2019s NumPy, Pandas, and SciPy libraries. You will rely on the OILER framework \u2013 Orient, Investigate, Locate, Experiment, and Reflect \u2013 to systematically approach debugging and ensure that your code is readable and repeatable, ensuring that you produce high-quality code across all your projects. The course also explores functional and object-oriented programming approaches to data processing, along with best practices for writing clean, maintainable, and scalable code. By the end, learners will have a deep understanding of debugging and performance improvement strategies for building robust and efficient Python applications.<\/p>\n<h3 dir=\"ltr\">What you will learn in Data-Oriented Python Programming and Debugging Specialization:<\/h3>\n<ul dir=\"ltr\">\n<li>Learn the skills you need from experts in academia and industry<\/li>\n<li>Proficient programming with common data structures like arrays and DataFrames using libraries like NumPy and Pandas<\/li>\n<li>Independent debugging and self-help skills in Python<\/li>\n<li>Master a topic or tool with hands-on projects<\/li>\n<li>Develop a deep understanding of key concepts<\/li>\n<li>And\u2026<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Course specifications<\/h3>\n<p dir=\"ltr\">Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.coursera.org\/specializations\/data-oriented-python-programming-and-debugging#outcomes\" target=\"_blank\" rel=\"noopener\">Coursera<\/a><br \/>Instructors: Anthony Whyte, Paul Resnick and Elle O\u2019Brien<br \/>Language: English<br \/>Level: Intermediate<br \/>Number of Lessons: 147<br \/>Duration: 18 hours and 20 minutes<\/p>\n<h3 dir=\"ltr\">Course topics<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-971212\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Data-Oriented-Python-Programming-and-Debugging-Specialization-Co.png\" alt=\"Data-Oriented Python Programming and Debugging SpecializationContent\" width=\"1322\" height=\"593\"><\/p>\n<h3 dir=\"ltr\">Data-Oriented Python Programming and Debugging Specialization Prerequisites<\/h3>\n<p dir=\"ltr\">Learners should complete \u201cPython 3 Programming\u201d on Coursera or have equivalent experience with Python programming basics.<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-971213\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Data-Oriented-Python-Programming-and-Debugging-Specialization.png\" alt=\"Data-Oriented Python Programming and Debugging Specialization\" width=\"1190\" height=\"516\"><\/p>\n<h3 dir=\"ltr\">Data-Oriented Python Programming and Debugging Specialization introduction video<\/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-158658-1\"><video class=\"wp-video-shortcode\" id=\"video-158658-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Oriented_Python_Programming_and_Debugging_Specialization_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Oriented_Python_Programming_and_Debugging_Specialization_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Oriented_Python_Programming_and_Debugging_Specialization_Downloadly.ir.mp4?nocache=1786114547996\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Oriented_Python_Programming_and_Debugging_Specialization_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<h3 dir=\"ltr\"><span class=\"notranslate\">Installation guide<\/span><\/h3>\n<p dir=\"ltr\">After Extract, watch with your favorite Player.<\/p>\n<p dir=\"ltr\">Subtitle: None<\/p>\n<p dir=\"ltr\">Quality: 720p<\/p>\n<h3 dir=\"ltr\">Download link<\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Coursera_Data_Oriented_Python_Programming_and_Debugging_Specialization_2025-3.part1_Downloadly.ir.rar?nocache=1786114547\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Coursera_Data_Oriented_Python_Programming_and_Debugging_Specialization_2025-3.part2_Downloadly.ir.rar?nocache=1786114547\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Coursera_Data_Oriented_Python_Programming_and_Debugging_Specialization_2025-3.part3_Downloadly.ir.rar?nocache=1786114547\">Download Part 3 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Coursera_Data_Oriented_Python_Programming_and_Debugging_Specialization_2025-3.part4_Downloadly.ir.rar?nocache=1786114547\">Download Part 4 \u2013 473 MB<\/a><\/p>\n<h5 dir=\"ltr\">File password (s): <a>www.downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\">Size<\/h3>\n<p dir=\"ltr\">6.4 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Data-Oriented Python Programming and Debugging Specialization is a data-oriented programming course in Python published by Coursera Online Academy. <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[79811,79812,79813,79814,79815,79816,79817,79818,79819,79820,79821],"class_list":["post-9197","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-anthony-whyte","dgi_tag-coursera-data-oriented-python-programming-and-debugging-specialization","dgi_tag-coursera-data-oriented-python-programming-and-debugging-specialization-download","dgi_tag-coursera-data-oriented-python-programming-and-debugging-specialization-free","dgi_tag-coursera-data-oriented-python-programming-and-debugging-specialization-free-download","dgi_tag-data-oriented-python-programming-and-debugging-specialization","dgi_tag-data-oriented-python-programming-and-debugging-specialization-download","dgi_tag-data-oriented-python-programming-and-debugging-specialization-free","dgi_tag-data-oriented-python-programming-and-debugging-specialization-free-download","dgi_tag-elle-obrien","dgi_tag-paul-resnick"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9197","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\/9197\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9197"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9197"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}