{"id":9645,"date":"2026-08-10T10:09:47","date_gmt":"2026-08-10T10:09:47","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-2025-the-ultimate-data-prep-eda-course-in-python-2024-2\/"},"modified":"2026-08-10T10:09:47","modified_gmt":"2026-08-10T10:09:47","slug":"udemy-2025-the-ultimate-data-prep-eda-course-in-python-2024-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-2025-the-ultimate-data-prep-eda-course-in-python-2024-2\/","title":{"rendered":"Udemy \u2013 2025 The Ultimate Data Prep &#038; EDA Course in Python 2024-2"},"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\" data-sourcepos=\"9:1-9:1340\"><span style=\"vertical-align: inherit\">2025 The Ultimate Data Prep &amp; EDA Course in Python. This course teaches you how to clean and prepare raw data for data science and machine learning projects. The main focus of this course is on data preprocessing, an essential skill for data scientists. When faced with datasets full of missing values, noise, and inconsistencies, the ability to clean and organize data will help you build more accurate analyses and more reliable models. This course covers not only standard methods, but also the limitations of common techniques and practical solutions to solve real-world challenges. By combining theory and practical exercises in Python, this course will increase your confidence in working with any type of data. It also provides an overview of Python fundamentals and the use of key libraries such as NumPy, Pandas, and Matplotlib for effective data processing. By mastering these skills, you can extract more valuable insights and stand out in the competitive field of data science.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-11:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"13:1-18:0\">\n<li data-sourcepos=\"13:1-13:74\"><span style=\"vertical-align: inherit\">How to properly cleanse data for Data Science and Machine Learning projects<\/span><\/li>\n<li data-sourcepos=\"14:1-14:104\"><span style=\"vertical-align: inherit\">Learn multiple approaches to perform data preprocessing for any topic \u2013 common vs. practical approaches<\/span><\/li>\n<li data-sourcepos=\"15:1-15:142\"><span style=\"vertical-align: inherit\">Training in missing value management, outlier management, feature scaling, feature selection, multicollinearity management, anomaly detection, imbalanced data management<\/span><\/li>\n<li data-sourcepos=\"16:1-16:116\"><span style=\"vertical-align: inherit\">In-depth theory with practical exercises for all topics related to data preparation for Data Science and Machine Learning<\/span><\/li>\n<li data-sourcepos=\"17:1-18:0\"><span style=\"vertical-align: inherit\">Review the basics of Python modules such as working with Numpy arrays, Pandas Data Frames, data visualization using Matplotlib, Seaborn, and basic statistics.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"19:1-19:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"21:1-23:0\">\n<li data-sourcepos=\"21:1-21:98\"><span style=\"vertical-align: inherit\">Data Science students interested in data preprocessing, data preparation, and data wrangling.<\/span><\/li>\n<li data-sourcepos=\"22:1-23:0\"><span style=\"vertical-align: inherit\">Data Science professionals who want to learn industry-level best practices for data preprocessing, data preparation, and data wrangling.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Details 2025 The Ultimate Data Prep &amp; EDA Course in Python<\/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\/the-a-to-z-of-data-preprocessing-for-data-science-in-python\/?couponCode=KEEPLEARNINGGB\" 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\/nash-j\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Nash J<\/span><\/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: 11 hours and 42 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 180<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus as of 2025\/1<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-976659 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/2025-The-Ultimate-Data-Prep-EDA-Course-in-Python-1.png\" alt=\"2025 The Ultimate Data Prep &amp; EDA Course in Python\" width=\"880\" height=\"1189\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Prerequisites 2025 The Ultimate Data Prep &amp; EDA Course in Python<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Access to Python using Google Colab, Jupyter Notebook or any other IDE<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Familiarity with Python libraries like numpy and pandas, although not mandatory, will be a plus.<\/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-976658 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/2025-The-Ultimate-Data-Prep-EDA-Course-in-Python.jpg\" alt=\"2025 The Ultimate Data Prep &amp; EDA Course in Python\" width=\"877\" height=\"403\"><\/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-161142-1\"><video class=\"wp-video-shortcode\" id=\"video-161142-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_Downloadly.ir.mp4?nocache=1786116078597\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_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: English<\/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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part1_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part2_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part3_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part4_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part5_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part6_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 6 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_2025_The_Ultimate_Data_Prep_And_EDA_Course_in_Python_2024-2.part7_Downloadly.ir.rar?nocache=1786116076\"><span style=\"vertical-align: inherit\">Download Part 7 \u2013 427 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\">6.4 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description 2025 The Ultimate Data Prep &amp; EDA Course in Python. This course teaches you how to clean and prepare raw data for data science and machine learn<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[82904,82905,82906,82907,82908,38588],"class_list":["post-9645","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-2025-the-ultimate-data-prep-eda-course-in-python","dgi_tag-download-2025-the-ultimate-data-prep-eda-course-in-python","dgi_tag-download-course-2025-the-ultimate-data-prep-eda-course-in-python","dgi_tag-free-2025-the-ultimate-data-prep-eda-course-in-python","dgi_tag-free-download-2025-the-ultimate-data-prep-eda-course-in-python","dgi_tag-nash-j"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9645","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\/9645\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9645"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9645"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}