{"id":6170,"date":"2026-08-10T09:30:30","date_gmt":"2026-08-10T09:30:30","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastering-data-analysis-with-polars-in-python-crash-course-2024-3\/"},"modified":"2026-08-10T09:30:30","modified_gmt":"2026-08-10T09:30:30","slug":"udemy-mastering-data-analysis-with-polars-in-python-crash-course-2024-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastering-data-analysis-with-polars-in-python-crash-course-2024-3\/","title":{"rendered":"Udemy \u2013 Mastering Data Analysis with Polars in Python: Crash Course 2024-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">Mastering Data Analysis with Polars in Python: Crash Course is a training course on data analysis with Polars in Python, published by Udemy Online Academy. Mastering Data Analysis with Polars in Python: Crash Course is an intensive program designed to introduce students to Polars, a powerful and fast DataFrame library for Python. This course focuses on teaching people how to efficiently manipulate and analyze large data sets using Polars, providing a performance-oriented alternative to Pandas. Key topics include data loading, filtering, aggregation, and transformation, along with advanced techniques for handling complex queries and optimizing data processing tasks. Learners will explore the benefits of Polars lazy execution model and how to apply it to efficient data pipelines.<\/p>\n<p dir=\"ltr\">This course covers data manipulation techniques such as filtering, aggregation, and transformation, with a focus on the performance benefits of Polar over Pandas. Learners will explore Polars\u2019 lazy execution model for optimized data pipelines, gaining hands-on experience for efficiently managing large datasets and complex queries. Through hands-on exercises and hands-on examples, participants will develop the skills to perform high-performance data analysis, making Polars an invaluable tool in their data science toolbox. At the end of the course, learners will be equipped to perform large-scale data processing tasks with speed and efficiency using Polars.<\/p>\n<h3 dir=\"ltr\">What you will learn in Mastering Data Analysis with Polars in Python: Crash Course:<\/h3>\n<ul dir=\"ltr\">\n<li>Essential data processing techniques including filtering, aggregation and data transformation<\/li>\n<li>Mastery of advanced data manipulation tasks such as joining, grouping and windowing functions<\/li>\n<li>Skills to tackle complex data analysis challenges<\/li>\n<li>Using Polars for fast and efficient data analysis in Python<\/li>\n<li>Techniques for working with large CSV files using Polars<\/li>\n<li>Strategies to optimize memory usage and processing speed when dealing with large data sets<\/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.udemy.com\/course\/mastering-data-analysis-with-polars-in-python-crash-course\/?couponCode=ST14MT101024\" target=\"_blank\" rel=\"noopener\"> Udemy <\/a><br \/>Instructors: <a dir=\"ltr\" style=\"text-align: right\" href=\"https:\/\/downloadlynet.ir\/tag\/idan-chen\/\" target=\"_blank\" rel=\"noopener\">\u202aIdan Chen\u202c\u200f<\/a><br \/>Language: English<br \/>Level: Introductory to Advanced<br \/>Number of Lessons: 32<br \/>Duration: 2 hours and 48 minutes<\/p>\n<h3 dir=\"ltr\">Course topics on 2024\/4<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-934577\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/10\/Mastering-Data-Analysis-with-Polars-in-Python-Crash-Course-Co.png\" alt=\"Mastering Data Analysis with Polars in Python Crash Course Content\" width=\"710\" height=\"577\"><\/p>\n<h3 dir=\"ltr\">Mastering Data Analysis with Polars in Python: Crash Course Prerequisites<\/h3>\n<p dir=\"ltr\">Basic understanding of Python programming.<br \/>Familiarity with data structures like lists, dictionaries, and tuples.<br \/>Prior knowledge of data analysis concepts is beneficial but not required.<br \/>Access to a computer with Python and Polars library installed (installation instructions will be provided).<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-934578\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/10\/Mastering-Data-Analysis-with-Polars-in-Python-Crash-Course.png\" alt=\"Mastering Data Analysis with Polars in Python Crash Course\" width=\"676\" height=\"260\"><\/p>\n<h3 dir=\"ltr\">Mastering Data Analysis with Polars in Python: Crash Course 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-141454-1\"><video class=\"wp-video-shortcode\" id=\"video-141454-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Data_Analysis_with_Polars_in_Python_Crash_Course_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Data_Analysis_with_Polars_in_Python_Crash_Course_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Data_Analysis_with_Polars_in_Python_Crash_Course_Downloadly.ir.mp4?nocache=1786106431558\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Data_Analysis_with_Polars_in_Python_Crash_Course_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 dir=\"ltr\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Data_Analysis_with_Polars_in_Python_Crash_Course_2024-3_Downloadly.ir.rar?nocache=1786106430\">Download \u2013 896 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\">896 MB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Mastering Data Analysis with Polars in Python: Crash Course is a training course on data analysis with Polars in Python, published by Udemy Online A<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[59260,59261,59262,59263,59264,59265,59266,59267,59268],"class_list":["post-6170","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-idan-chen","dgi_tag-mastering-data-analysis-with-polars-in-python-crash-course","dgi_tag-mastering-data-analysis-with-polars-in-python-crash-course-download","dgi_tag-mastering-data-analysis-with-polars-in-python-crash-course-free","dgi_tag-mastering-data-analysis-with-polars-in-python-crash-course-free-download","dgi_tag-udemy-mastering-data-analysis-with-polars-in-python-crash-course","dgi_tag-udemy-mastering-data-analysis-with-polars-in-python-crash-course-download","dgi_tag-udemy-mastering-data-analysis-with-polars-in-python-crash-course-free","dgi_tag-udemy-mastering-data-analysis-with-polars-in-python-crash-course-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/6170","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\/6170\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=6170"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=6170"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=6170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}