{"id":4991,"date":"2026-08-10T09:18:34","date_gmt":"2026-08-10T09:18:34","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-deep-learning-from-scratch-2024-7\/"},"modified":"2026-08-10T09:18:34","modified_gmt":"2026-08-10T09:18:34","slug":"udemy-deep-learning-from-scratch-2024-7","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-deep-learning-from-scratch-2024-7\/","title":{"rendered":"Udemy \u2013 Deep Learning From Scratch 2024-7"},"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=\"7:1-7:178\"><span style=\"vertical-align: inherit\">Deep Learning From Scratch course. This comprehensive course is designed to guide you into the complex world of deep learning and provide you with both the theoretical foundations and practical skills necessary to succeed in this cutting-edge field. What you will learn in this course:<\/span><\/p>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-17:0\">\n<li data-sourcepos=\"11:1-11:213\"><span style=\"vertical-align: inherit\">Introduction to Deep Learning: You will learn the key differences between machine learning and deep learning and introduce function approximation and neural networks using real-world examples such as school datasets.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:187\"><span style=\"vertical-align: inherit\">Neural Networks: You will explore fully connected networks (FCNs), nonlinearities, tunable parameters, and various activation functions such as ReLU, Leaky ReLU, Sigmoid, Tanh, and Softmax in depth.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:169\"><span style=\"vertical-align: inherit\">Optimization and Learning: You will understand the importance of cost function and gradient descent optimization algorithm and investigate the effect of learning rate and processes within a neural network.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:146\"><span style=\"vertical-align: inherit\">Deep Learning Mathematics: You\u2019ll learn essential concepts such as multivariate functions, partial derivatives, gradients, the chain rule, and backpropagation equations.<\/span><\/li>\n<li data-sourcepos=\"15:1-15:162\"><span style=\"vertical-align: inherit\">Convolutional Neural Networks (CNNs): You will explore the architecture and layers of CNNs, the implementation of convolution, image classification, and the unique advantages of CNNs for image processing.<\/span><\/li>\n<li data-sourcepos=\"16:1-17:0\"><span style=\"vertical-align: inherit\">Recurrent Neural Networks (RNNs): You will learn about RNNs.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"10:1-14:0\">\n<li data-sourcepos=\"10:1-10:46\"><span style=\"vertical-align: inherit\">Understanding the architecture of neural networks and the mathematics behind them<\/span><\/li>\n<li data-sourcepos=\"11:1-11:52\"><span style=\"vertical-align: inherit\">Building deep learning models using TensorFlow<\/span><\/li>\n<li data-sourcepos=\"12:1-12:45\"><span style=\"vertical-align: inherit\">Practice machine learning and deep learning terms<\/span><\/li>\n<li data-sourcepos=\"13:1-14:0\"><span style=\"vertical-align: inherit\">Comprehensive understanding of different types of neural networks<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"15:1-15:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"16:1-18:0\">\n<li data-sourcepos=\"16:1-16:40\"><span style=\"vertical-align: inherit\">Beginners are interested in machine learning<\/span><\/li>\n<li data-sourcepos=\"17:1-18:0\"><span style=\"vertical-align: inherit\">Beginners are interested in artificial intelligence and want to gain a solid foundation in deep learning<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Details of the Deep Learning From Scratch course<\/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\/deep-learning-from-scratch-1\/?couponCode=LEARNNOWPLANS\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&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\/sujithkumar-ma\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Sujithkumar MA<\/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: 5 hours and 20 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 42<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-919976 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/Deep-Learning-From-Scratch-1.jpg\" alt=\"Deep Learning From Scratch\" width=\"884\" height=\"518\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites of the Deep Learning From Scratch 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\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">No programming experience is needed. A basic knowledge in simple Machine Learning Algorithms and the math would help<\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-919977 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/Deep-Learning-From-Scratch.jpg\" alt=\"Deep Learning From Scratch\" width=\"717\" height=\"267\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><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-135184-1\"><video class=\"wp-video-shortcode\" id=\"video-135184-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_From_Scratch_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_From_Scratch_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_From_Scratch_Downloadly.ir.mp4?nocache=1786103004331\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_From_Scratch_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\">Subtitle: 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_Deep_Learning_From_Scratch_2024-7.part1_Downloadly.ir.rar?nocache=1786103002\"><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_Deep_Learning_From_Scratch_2024-7.part2_Downloadly.ir.rar?nocache=1786103002\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 821 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\">1.8 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Deep Learning From Scratch course. This comprehensive course is designed to guide you into the complex world of deep learning and provide you with b<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[51041,51042,51043,51044,51045,51046],"class_list":["post-4991","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-deep-learning-from-scratch","dgi_tag-download-course-deep-learning-from-scratch","dgi_tag-download-deep-learning-from-scratch","dgi_tag-free-deep-learning-from-scratch","dgi_tag-free-download-deep-learning-from-scratch","dgi_tag-sujithkumar-ma"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4991","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\/4991\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=4991"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=4991"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=4991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}