{"id":8078,"date":"2026-08-10T09:51:43","date_gmt":"2026-08-10T09:51:43","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-beginner-expert-linear-algebra-with-practice-in-python-2023-3\/"},"modified":"2026-08-10T09:51:43","modified_gmt":"2026-08-10T09:51:43","slug":"udemy-beginner-expert-linear-algebra-with-practice-in-python-2023-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-beginner-expert-linear-algebra-with-practice-in-python-2023-3\/","title":{"rendered":"Udemy \u2013 Beginner \u2013 Expert Linear Algebra, with Practice in Python. 2023-3"},"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\">Beginner \u2013 Expert Linear Algebra with Practice in Python Course. This course explores the core concepts of linear algebra and how to use them to solve real-world problems. We will cover the core topics of linear algebra such as matrices, vectors, and vector spaces. If you are interested in learning the mathematical concepts in linear algebra, but also want to apply these concepts to data science, statistics, finance, engineering, etc., then this course is for you! We will explain all the mathematical concepts in detail and also implement them programmatically in Python. We strongly emphasize feedback. Please ask as many questions as possible! Let\u2019s make this course as interactive as possible so that we still get the classroom experience.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<h3 data-sourcepos=\"7:1-7:93\"><strong><span style=\"vertical-align: inherit\">What you will learn in the Beginner \u2013 Expert Linear Algebra with Practice in Python course.<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"9:1-15:0\">\n<li data-sourcepos=\"9:1-9:86\"><span style=\"vertical-align: inherit\">Understanding matrix algebra and its application in solving linear equations and transformations, with practical examples in Python.<\/span><\/li>\n<li data-sourcepos=\"10:1-10:132\"><span style=\"vertical-align: inherit\">Mastery of vectors, properties of vectors, vector spaces, subspaces and their application in coordinate systems. Fundamental subspaces and how to calculate them.<\/span><\/li>\n<li data-sourcepos=\"11:1-11:114\"><span style=\"vertical-align: inherit\">Mastery of orthogonal vectors, orthogonal normals, and orthogonal images. Then, calculation of minimum distances and Gram-Schmidt orthogonalization.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:114\"><span style=\"vertical-align: inherit\">Matrix decompositions such as eigen, Cholesky, and singular value decomposition. Mastery of diagonalization, full-rank approximation, and low-rank approximation.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:85\"><span style=\"vertical-align: inherit\">Matrix inverse, least squares and normal equation. Linear regression and Kaggle Home Forecasting Exercise.<\/span><\/li>\n<li data-sourcepos=\"14:1-15:0\"><span style=\"vertical-align: inherit\">Explain and derive Principal Component Analysis (PCA) from scratch and apply it to face recognition using the Featured Faces algorithm.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"16:1-16:30\"><strong><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"18:1-22:123\">\n<li data-sourcepos=\"18:1-18:115\"><span style=\"vertical-align: inherit\">Computer scientists, who want to gain a solid foundation in linear algebra and apply it to solving computer-related problems.<\/span><\/li>\n<li data-sourcepos=\"19:1-19:161\"><span style=\"vertical-align: inherit\">Data scientists and machine learning professionals or learners who want to gain a solid foundation in linear algebra and apply it to solving problems in data science and machine learning.<\/span><\/li>\n<li data-sourcepos=\"20:1-20:104\"><span style=\"vertical-align: inherit\">Math students who want to gain a solid foundation in linear algebra and apply it to their math courses.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:103\"><span style=\"vertical-align: inherit\">Financial professionals who want to gain a solid foundation in linear algebra and apply it to solving real-world problems.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:123\"><span style=\"vertical-align: inherit\">Engineers and engineering students who want to gain a solid foundation in linear algebra and use it to solve engineering-related problems.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course details: Beginner \u2013 Expert Linear Algebra with Practice in Python.<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/linear-algebra-beginner-expert-plus-data-science-practice\/?couponCode=LEARNNOWPLANS\" 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-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/neuralearn-dot-ai\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Neurallearn Dot AI<\/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: 19 hours and 38 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 82<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-956692 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/01\/Beginner-Expert-Linear-Algebra-with-Practice-in-Python.-3.png\" alt=\"Beginner - Expert Linear Algebra with Practice in Python.\" width=\"800\" height=\"886\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for the Beginner \u2013 Expert Linear Algebra with Practice in Python course.<\/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\"><span style=\"vertical-align: inherit\">Basic Algebra.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No programming experience needed.<\/span><\/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-956691 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/01\/Beginner-Expert-Linear-Algebra-with-Practice-in-Python.png\" alt=\"Beginner - Expert Linear Algebra with Practice in Python.\" width=\"777\" height=\"398\"><\/h2>\n<h3><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-151607-1\"><video class=\"wp-video-shortcode\" id=\"video-151607-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Beginner_-_Expert_Linear_Algebra_with_Practice_in_Python_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Beginner_-_Expert_Linear_Algebra_with_Practice_in_Python_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Beginner_-_Expert_Linear_Algebra_with_Practice_in_Python_Downloadly.ir.mp4?nocache=1786111298251\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Beginner_-_Expert_Linear_Algebra_with_Practice_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>\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><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Beginner_Expert_Linear_Algebra_with_Practice_in_Python_2023-3.part1_Downloadly.ir.rar?nocache=1786111297\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Beginner_Expert_Linear_Algebra_with_Practice_in_Python_2023-3.part2_Downloadly.ir.rar?nocache=1786111297\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Beginner_Expert_Linear_Algebra_with_Practice_in_Python_2023-3.part3_Downloadly.ir.rar?nocache=1786111297\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Beginner_Expert_Linear_Algebra_with_Practice_in_Python_2023-3.part4_Downloadly.ir.rar?nocache=1786111297\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Beginner_Expert_Linear_Algebra_with_Practice_in_Python_2023-3.part5_Downloadly.ir.rar?nocache=1786111297\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 685 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\">File size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">4.6 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Beginner \u2013 Expert Linear Algebra with Practice in Python Course. This course explores the core concepts of linear algebra and how to use them to sol<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[72274,72275,72276,72277,72278,72273],"class_list":["post-8078","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-beginner-expert-linear-algebra-with-practice-in-python","dgi_tag-download-beginner-expert-linear-algebra-with-practice-in-python","dgi_tag-download-course-beginner-expert-linear-algebra-with-practice-in-python","dgi_tag-free-beginner-expert-linear-algebra-with-practice-in-python","dgi_tag-free-download-beginner-expert-linear-algebra-with-practice-in-python","dgi_tag-neuralearn-dot-ai"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8078","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\/8078\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8078"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8078"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}