{"id":13152,"date":"2026-08-10T10:55:20","date_gmt":"2026-08-10T10:55:20","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-building-a-neural-network-from-zero-2025-3\/"},"modified":"2026-08-10T10:55:20","modified_gmt":"2026-08-10T10:55:20","slug":"udemy-building-a-neural-network-from-zero-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-building-a-neural-network-from-zero-2025-3\/","title":{"rendered":"Udemy \u2013 Building a Neural Network from Zero 2025-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Building a Neural Network from Zero course. This course shows how to build and train a complete neural network from scratch without using pre-written libraries to gain a thorough understanding of its internal mechanisms. This course is designed for those who want to advance their knowledge of neural networks and go beyond simple library usage to gain a fundamental understanding of how each component works. In this hands-on course, a Torchlight-like framework is created by hand so that participants can build, train, and evaluate neural networks. The learning process begins with basic principles such as numerical differentiation and gradient descent algorithms, and gradually develops a complete learning loop. By the end of the course, participants will have a comprehensive understanding of the neural network learning process and solidify their knowledge by applying their designed network to a practical project classifying the Fashion-MNES dataset. This course is suitable for machine learning engineers and programmers looking to gain foundational knowledge and hands-on experience building and customizing neural networks from scratch.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Implementing a neural network from scratch:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Implementing neural networks from scratch, including Forward Propagation and Backward Propagation.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Mastering Optimization:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Mastery of Gradient Descent, SGD with Momentum, and other Optimization Techniques.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Custom component manufacturing:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Create custom layers, activation functions, and loss functions without using external libraries.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Practical applications:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Applying a custom neural network to solve the Fashion-MNIST classification challenge.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Core concepts:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Numerical differentiation and three methods for calculating gradients.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Gradient descent in 2D and multidimensional spaces.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Implementation of Cross-Entropy Loss and activation functions such as Sigmoid.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Initializing neural network weights using He and Xavier methods.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Building a fully functional Feedforward Neural Network (FFNN) from scratch.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Beginners who want to understand how neural networks work in network infrastructure.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Machine learning enthusiasts looking to deepen their knowledge through practical implementation.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Developers who want to build custom neural network models from scratch.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Students and professionals looking to strengthen their understanding of the core concepts of Deep Learning.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/neural-network-from-zero\/?couponCode=KEEPLEARNINGOCTA\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/nick-ovchinnikov\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Nick Ovchinnikov<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 4 hours<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course syllabus as of 2025\/4<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1017714 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/11\/Building-a-Neural-Network-from-Zero-1.png\" alt=\"Building a Neural Network from Zero\" width=\"887\" height=\"193\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Prerequisites for the Building a Neural Network from Zero course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Basic knowledge of Python programming<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Familiarity with linear algebra concepts like vectors and matrices<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">An interest in understanding neural networks at a fundamental level<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" 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-1017715 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/11\/Building-a-Neural-Network-from-Zero.png\" alt=\"Building a Neural Network from Zero\" width=\"870\" height=\"373\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" 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-183769-1\"><video class=\"wp-video-shortcode\" id=\"video-183769-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Neural_Network_from_Zero_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Neural_Network_from_Zero_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Neural_Network_from_Zero_Downloadly.ir.mp4?nocache=1786174658120\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Neural_Network_from_Zero_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 dir=\"auto\" style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Subtitles: English<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Quality: 1080p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Downloadly<\/span><\/h4>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part1_Downloadly.ir.rar?nocache=1786174657\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part2_Downloadly.ir.rar?nocache=1786174657\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part3_Downloadly.ir.rar?nocache=1786174657\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part4_Downloadly.ir.rar?nocache=1786174657\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part5_Downloadly.ir.rar?nocache=1786174657\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 5 \u2013 49 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/1a9f3c2aaf5ac38854972f467e61dd98\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/3de8c6750a55a3ed35c7e3f4e6b41b5c\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/396993f7952e97e9008c47d2d18e4741\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/86375cded4642a6caeb875529e8e296a\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part4_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/d308ae84f4c70ae3f0087668b1ceefa2\/Udemy_Building_a_Neural_Network_from_Zero_2025-3.part5_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 5 \u2013 49 MB<\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">4.04 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Building a Neural Network from Zero course. This course shows how to build and train a complete neural network from scratch without using pre-writte<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[107902,107903,107904,107905,107906,107907],"class_list":["post-13152","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-building-a-neural-network-from-zero","dgi_tag-download-building-a-neural-network-from-zero","dgi_tag-download-course-building-a-neural-network-from-zero","dgi_tag-free-building-a-neural-network-from-zero","dgi_tag-free-download-building-a-neural-network-from-zero","dgi_tag-nick-ovchinnikov"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/13152","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\/13152\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=13152"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=13152"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=13152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}