{"id":4188,"date":"2026-08-10T09:11:07","date_gmt":"2026-08-10T09:11:07","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-advance-python-python-for-datascience-2023-11\/"},"modified":"2026-08-10T09:11:07","modified_gmt":"2026-08-10T09:11:07","slug":"udemy-advance-python-python-for-datascience-2023-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-advance-python-python-for-datascience-2023-11\/","title":{"rendered":"Udemy \u2013 Advance Python | Python for Datascience 2023-11"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit\">Advance Python Course | Easy to learn, Python for Datascience is designed for all levels of students. This course is designed for students who are eager to master Python and pursue a career as a data analyst or data scientist. This course comprehensively covers advanced Python concepts and provides students with a strong foundation in programming and data analysis with a focus on data analysis, data visualization, and machine learning.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<h3 data-sourcepos=\"10:1-10:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Python basics<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Part 1: Dive into the basics of Python<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Part II: Further exploration of Python basics<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Advanced Python concepts<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">List Comprehension and Generators<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">file management<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Exception Handling<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Object Oriented Programming (OOP)<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Decorators and Metaclasses<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">NumPy (extensive library coverage):<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Arrays and array operations<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Array indexing and truncation<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Broadcasting and Vectorization<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Mathematical functions and linear algebra<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Array manipulation and rearrangement<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Pandas (extensive library coverage):<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Pandas data structure<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data manipulation and manipulation<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data cleaning and preprocessing<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Amalgamation, merger and reorganization<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Display data:<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Advanced Matplotlib techniques<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Seaborn for displaying statistical data<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Plotly for interactive displays<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Geospatial Data Analysis<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Machine learning with Scikit-learn (extensive library coverage):<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Linear Regression<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Logistic Regression<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Support Vector Machine (SVM), Decision Tree, Random Forest<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Unsupervised Learning<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Model Validation Techniques<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Hyperparameter tuning and model selection<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Case studies and projects:<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">House rent forecast<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Prediction of heart disease<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Customer segmentation<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"60:1-60:37\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul data-sourcepos=\"62:1-67:1\">\n<li data-sourcepos=\"62:1-62:175\"><span style=\"vertical-align: inherit\">Students interested in exploring data analysis, cleaning, and preprocessing techniques using Python will find this course useful for understanding how to work with data.<\/span><\/li>\n<li data-sourcepos=\"63:1-63:158\"><span style=\"vertical-align: inherit\">For students eager to expand their knowledge beyond basic programming, this course covers advanced Python concepts, object-oriented programming, and more.<\/span><\/li>\n<li data-sourcepos=\"64:1-64:97\"><span style=\"vertical-align: inherit\">Students who want to learn advanced Python concepts and are interested in the field of data science.<\/span><\/li>\n<li data-sourcepos=\"65:1-65:140\"><span style=\"vertical-align: inherit\">Students and professionals in the field of machine learning and artificial intelligence who are looking to strengthen their understanding of Python for implementation and data analysis.<\/span><\/li>\n<li data-sourcepos=\"66:1-66:129\"><span style=\"vertical-align: inherit\">Data analysts and data scientists looking to use Python for advanced data manipulation, analysis, and visualization tasks.<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Advance Python course specifications Python for Datascience<\/span><\/h3>\n<\/div>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/advance-python-python-for-datascience\/?couponCode=LETSLEARNNOW\" target=\"_blank\"><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-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/selfcode-academy\/\" data-position=\"1\"><span style=\"vertical-align: inherit\">Selfcode 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: 9 hours and 44 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 24<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course topics on 12\/2023<\/span><\/h3>\n<h2>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-911585 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/07\/Advance-Python-Python-for-Datascience2.jpg\" alt=\"Advance Python | Python for Datascience\" width=\"799\" height=\"482\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Advance Python course prerequisites Python for Datascience<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">Students should have understanding of fundamental Python concepts, including variables, data types, loops, and functions.<\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">A genuine interest in working with data, conducting data analysis, and implementing machine learning models is crucial to fully benefit from the course content.<\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">A foundational knowledge of basic mathematical concepts, such as algebra and statistics, will be helpful for comprehending certain aspects of data analysis, machine learning, and numerical computing.<\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-911583 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/07\/Advance-Python-Python-for-Datascience.jpg\" alt=\"Advance Python | Python for Datascience\" width=\"740\" height=\"230\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Sample video of the course<\/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-130865-1\"><video class=\"wp-video-shortcode\" id=\"video-130865-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_Python__Python_for_Datascience_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_Python__Python_for_Datascience_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_Python__Python_for_Datascience_Downloadly.ir.mp4?nocache=1786100582415\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_Python__Python_for_Datascience_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>\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\">Subtitle: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Advance_Python_Python_for_Datascience_2023-11.part1_Downloadly.ir.rar?nocache=1786100580\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Advance_Python_Python_for_Datascience_2023-11.part2_Downloadly.ir.rar?nocache=1786100580\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Advance_Python_Python_for_Datascience_2023-11.part3_Downloadly.ir.rar?nocache=1786100580\"><span style=\"vertical-align: inherit\">Download part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Advance_Python_Python_for_Datascience_2023-11.part4_Downloadly.ir.rar?nocache=1786100580\"><span style=\"vertical-align: inherit\">Download part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Advance_Python_Python_for_Datascience_2023-11.part5_Downloadly.ir.rar?nocache=1786100580\"><span style=\"vertical-align: inherit\">Download part 5 \u2013 41 MB<\/span><\/a><\/p>\n<p><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">Size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">4.04 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Advance Python Course | Easy to learn, Python for Datascience is designed for all levels of students. This course is designed for students who are e<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[45342,45343,45344,45345,45346,44779],"class_list":["post-4188","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-advance-python-python-for-datascience","dgi_tag-download-advance-python-python-for-datascience","dgi_tag-download-course-advance-python-python-for-datascience","dgi_tag-free-advance-python-python-for-datascience","dgi_tag-free-download-advance-python-python-for-datascience","dgi_tag-selfcode-academy"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4188","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\/4188\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=4188"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=4188"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=4188"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}